library(naniar)
library(caret)
## Loading required package: ggplot2
## Loading required package: lattice
library(ggplot2)
library(Matrix)
library(glmnet)
## Loaded glmnet 4.1-7
library(olsrr)
## 
## Attaching package: 'olsrr'
## The following object is masked from 'package:datasets':
## 
##     rivers
library(corrplot)
## corrplot 0.92 loaded
library(RColorBrewer)
library(funModeling)
## Loading required package: Hmisc
## 
## Attaching package: 'Hmisc'
## The following objects are masked from 'package:base':
## 
##     format.pval, units
## funModeling v.1.9.4 :)
## Examples and tutorials at livebook.datascienceheroes.com
##  / Now in Spanish: librovivodecienciadedatos.ai
library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.2     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.0
## ✔ lubridate 1.9.2     ✔ tibble    3.2.1
## ✔ purrr     1.0.1     ✔ tidyr     1.3.0
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ tidyr::expand()    masks Matrix::expand()
## ✖ dplyr::filter()    masks stats::filter()
## ✖ dplyr::lag()       masks stats::lag()
## ✖ purrr::lift()      masks caret::lift()
## ✖ tidyr::pack()      masks Matrix::pack()
## ✖ dplyr::src()       masks Hmisc::src()
## ✖ dplyr::summarize() masks Hmisc::summarize()
## ✖ tidyr::unpack()    masks Matrix::unpack()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(Hmisc)
library(leaps)
library(olsrr)
library(readr)
library(haven)
library(matrixStats)
## 
## Attaching package: 'matrixStats'
## 
## The following object is masked from 'package:dplyr':
## 
##     count
library(reshape2)
## 
## Attaching package: 'reshape2'
## 
## The following object is masked from 'package:tidyr':
## 
##     smiths
library(kableExtra)
## 
## Attaching package: 'kableExtra'
## 
## The following object is masked from 'package:dplyr':
## 
##     group_rows
library(mlbench)
#Data Overview
car <-read.csv("/Users/mohammadal-rousan/Downloads/car_dataset.csv")

vis_miss(car)

#Create a different DF so the original data cannot be touched
carData <- car

carData$MSRP <- log(carData$MSRP)

cars2 <- car[rowSums(is.na(car)) > 0,]

#Change NA's 
carData[is.na(carData)] <- 0
carData[c(8696:8698),6] <- 2
carData[c(8699:8715),6] <- 4
carData[c(4204:4207),5] <- 168
carData[c(4915:4920),5] <- 193
carData[c(5826,5831,5832,5840,5841),5] <- 301
carData[c(6909,6911,6917,6919),5] <- 305


#Convert to factors
carData$Make <- as.factor(carData$Make)
carData$Year <- as.factor(carData$Year)
carData$Engine.Fuel.Type <- as.factor(carData$Engine.Fuel.Type)
carData$Transmission.Type <- as.factor(carData$Transmission.Type)
carData$Number.of.Doors <- as.factor(carData$Number.of.Doors)
carData$Market.Category <- as.factor(carData$Market.Category)
carData$Vehicle.Size <- as.factor(carData$Vehicle.Size)
carData$Vehicle.Style <- as.factor(carData$Vehicle.Style)

#Look at missing data 
vis_miss(carData)

#There's none!!
# Obejective 1 Run a standard EDA

plot(carData$Vehicle.Style)

#I did this to see the type of cars used and give a general expectation on what to look at

#Running Graphs to get an idea 
p <- ggplot(carData, aes(fill=Popularity, y=Vehicle.Style, x=MSRP)) + 
    geom_bar(position="dodge", stat="identity")
p + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

#EDA
ggplot(carData, aes(x = MSRP, y = Popularity,color=Vehicle.Style)) 

  geom_point()
## geom_point: na.rm = FALSE
## stat_identity: na.rm = FALSE
## position_identity
ggplot(data = carData, mapping = aes(x = MSRP, y = Popularity)) +
    geom_point() +
    geom_smooth(aes(color = Vehicle.Style)) +
    facet_wrap( ~Vehicle.Style)
## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

#Histogram of MSRP
ggplot(carData, aes(x=(MSRP))) + 
 geom_histogram(aes(y=..density..), colour="black", fill="white")+
 geom_density(alpha=.2, fill="#FF6666") 
## Warning: The dot-dot notation (`..density..`) was deprecated in ggplot2 3.4.0.
## ℹ Please use `after_stat(density)` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

#Log transformed history of MSRP
ggplot(carData, aes(x=log(MSRP))) + 
 geom_histogram(aes(y=..density..), colour="black", fill="white")+
 geom_density(alpha=.2, fill="#FF6666") 
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

#Histogram of popularity
ggplot(carData, aes(x=(Popularity))) + 
 geom_histogram(aes(y=..density..), colour="black", fill="white")+
 geom_density(alpha=.2, fill="#FF6666") 
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

M <-cor(carData[,c(5,6,13,14,15,16)])
corrplot(M, type="upper", order="hclust",
         col=brewer.pal(n=8, name="RdYlBu"))

ggplot(carData, aes(x=Engine.HP, y=MSRP)) + 
  geom_point()+
  geom_smooth(method = "lm")
## `geom_smooth()` using formula = 'y ~ x'

ggplot(carData, aes(x=Popularity, y=MSRP)) + 
  geom_point()+
  geom_smooth()
## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

ggplot(carData, aes(x=Vehicle.Style, y=MSRP)) + 
  geom_point()+
  geom_smooth() + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

ggplot(carData, aes(x=Engine.Cylinders, y=MSRP)) + 
  geom_point()+
  geom_smooth() + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

#Model Selection

ss <- sample(1:3,size=nrow(carData),replace=TRUE,prob=c(0.8,0.1,0.1))
train <- carData[ss==1,]
test <- carData[ss==2,]
cvr <- carData[ss==3,]

reg.fwd=regsubsets(MSRP~.,data=train,method="forward",nvmax=15)
## Warning in leaps.setup(x, y, wt = wt, nbest = nbest, nvmax = nvmax, force.in =
## force.in, : 52 linear dependencies found
## Reordering variables and trying again:
bics<-summary(reg.fwd)$bic
plot(bics,type="l",ylab="BIC",xlab="# of predictors")

reg.fwd$nbest
## [1] 1
regfwdMdl <- lm(MSRP~.,data=train)
summary(regfwdMdl)
## 
## Call:
## lm(formula = MSRP ~ ., data = train)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.42212 -0.05214 -0.00114  0.04912  0.82892 
## 
## Coefficients: (49 not defined because of singularities)
##                                                                         Estimate
## (Intercept)                                                            7.878e+00
## MakeAlfa Romeo                                                         1.944e-01
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## ModelA4                                                                4.245e-01
## ModelA4 allroad                                                        4.441e-01
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## ModelAcadia Limited                                                   -1.074e-01
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## Modelallroad quattro                                                   1.444e-01
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## ModelALPINA B6 Gran Coupe                                              4.395e-01
## ModelALPINA B7                                                         6.296e-01
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## ModelAltima Hybrid                                                    -4.001e-02
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## ModelAstro Cargo                                                      -7.551e-01
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## ModelATS Coupe                                                        -1.850e-01
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## ModelAvalon Hybrid                                                     4.904e-01
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## ModelB-Series                                                          2.434e-01
## ModelB-Series Pickup                                                   6.518e-01
## ModelB-Series Truck                                                    2.728e-01
## ModelB9 Tribeca                                                        3.493e-01
## ModelBaja                                                             -6.365e-02
## ModelBeetle                                                            9.820e-02
## ModelBeetle Convertible                                                7.525e-02
## ModelBeretta                                                          -7.951e-01
## ModelBlack Diamond Avalanche                                          -8.145e-01
## ModelBlackwood                                                        -7.349e-02
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## ModelBolt EV                                                          -1.058e+00
## ModelBonneville                                                        4.041e-01
## ModelBorrego                                                           6.519e-02
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## ModelBronco II                                                         1.750e-01
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## ModelC-Class                                                          -1.067e+00
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## ModelC/K 1500 Series                                                  -6.264e-01
## ModelC/K 2500 Series                                                  -6.146e-01
## ModelC30                                                              -1.270e-01
## ModelC36 AMG                                                          -9.710e-01
## ModelC43 AMG                                                          -9.068e-01
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## ModelC8                                                                       NA
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## ModelElantra Coupe                                                    -2.898e-01
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## ModelElise                                                            -3.115e-01
## ModelEnclave                                                           4.504e-01
## ModelEncore                                                            1.784e-01
## ModelEndeavor                                                         -1.706e-01
## ModelEntourage                                                        -8.470e-02
## ModelEnvision                                                          4.015e-01
## ModelEnvoy                                                            -2.579e-01
## ModelEnvoy XL                                                         -2.187e-01
## ModelEnvoy XUV                                                        -2.436e-01
## ModelEnzo                                                              7.286e-01
## ModelEos                                                               2.907e-01
## ModelEquator                                                          -2.423e-01
## ModelEquinox                                                          -8.022e-01
## ModelEquus                                                             3.530e-01
## ModelES 250                                                           -5.507e-01
## ModelES 300                                                           -3.318e-01
## ModelES 300h                                                          -2.899e-01
## ModelES 330                                                           -3.707e-01
## ModelES 350                                                           -4.195e-01
## ModelEscalade                                                          1.936e-01
## ModelEscalade ESV                                                      2.437e-01
## ModelEscalade EXT                                                     -5.443e-01
## ModelEscalade Hybrid                                                   3.859e-01
## ModelEscape                                                           -3.527e-02
## ModelEscape Hybrid                                                     7.694e-02
## ModelEscort                                                           -3.593e-01
## ModelEsprit                                                            1.942e-01
## ModelEsteem                                                           -2.533e-01
## ModelEuroVan                                                           2.664e-01
## ModelEvora                                                            -8.046e-02
## ModelEvora 400                                                        -3.105e-02
## ModelEX                                                               -4.084e-01
## ModelEX35                                                             -4.099e-01
## ModelExcel                                                             1.927e-01
## ModelExige                                                                    NA
## ModelExpedition                                                        3.965e-01
## ModelExplorer                                                          2.241e-02
## ModelExplorer Sport                                                    1.425e-01
## ModelExplorer Sport Trac                                              -1.597e-01
## ModelExpo                                                             -1.630e-01
## ModelExpress                                                          -7.034e-01
## ModelExpress Cargo                                                    -7.818e-01
## ModelF-150                                                             2.888e-03
## ModelF-150 Heritage                                                   -3.774e-02
## ModelF-150 SVT Lightning                                               4.038e-01
## ModelF-250                                                             1.863e-01
## ModelF12 Berlinetta                                                   -2.207e-01
## ModelF430                                                             -1.990e-01
## ModelFestiva                                                           2.475e-01
## ModelFF                                                               -2.743e-01
## ModelFiesta                                                           -3.988e-01
## ModelFirebird                                                          3.469e-01
## ModelFit                                                              -4.380e-01
## ModelFit EV                                                           -2.670e-02
## ModelFive Hundred                                                     -3.279e-02
## ModelFJ Cruiser                                                        3.133e-01
## ModelFleetwood                                                        -6.215e-01
## ModelFlex                                                             -6.924e-02
## ModelFlying Spur                                                      -7.499e-01
## ModelFocus                                                            -2.118e-01
## ModelFocus RS                                                         -2.965e-01
## ModelFocus ST                                                         -3.534e-01
## ModelForenza                                                          -3.062e-01
## ModelForester                                                          9.127e-02
## ModelForte                                                            -2.502e-01
## ModelFox                                                               3.783e-01
## ModelFR-S                                                              2.468e-01
## ModelFreelander                                                       -7.656e-01
## ModelFreestar                                                          5.753e-02
## ModelFreestyle                                                         2.667e-02
## ModelFrontier                                                         -1.690e-01
## ModelFusion                                                           -7.132e-02
## ModelFusion Hybrid                                                    -1.731e-01
## ModelFX                                                               -2.076e-01
## ModelFX35                                                             -2.121e-01
## ModelFX45                                                             -8.300e-02
## ModelFX50                                                             -3.046e-01
## ModelG Convertible                                                     8.913e-02
## ModelG Coupe                                                          -1.515e-02
## ModelG Sedan                                                          -1.520e-02
## ModelG-Class                                                          -2.404e-01
## ModelG20                                                              -9.767e-02
## ModelG3                                                               -1.502e-01
## ModelG35                                                              -5.608e-02
## ModelG37                                                              -7.972e-02
## ModelG37 Convertible                                                   9.704e-02
## ModelG37 Coupe                                                        -9.344e-03
## ModelG37 Sedan                                                        -6.093e-02
## ModelG5                                                               -5.658e-03
## ModelG6                                                                1.573e-01
## ModelG8                                                                9.326e-02
## ModelG80                                                                      NA
## ModelGalant                                                           -2.877e-01
## ModelGallardo                                                         -4.620e-01
## ModelGenesis                                                           5.792e-02
## ModelGenesis Coupe                                                    -2.408e-01
## ModelGhibli                                                           -3.127e-01
## ModelGhost                                                            -1.795e-02
## ModelGhost Series II                                                   7.420e-02
## ModelGL-Class                                                         -1.111e+00
## ModelGLA-Class                                                        -1.580e+00
## ModelGLC-Class                                                        -1.430e+00
## ModelGLE-Class                                                        -1.230e+00
## ModelGLE-Class Coupe                                                  -1.215e+00
## ModelGLI                                                               9.839e-02
## ModelGLK-Class                                                        -1.546e+00
## ModelGLS-Class                                                        -1.092e+00
## ModelGolf                                                             -2.690e-02
## ModelGolf Alltrack                                                     1.435e-01
## ModelGolf GTI                                                          7.120e-02
## ModelGolf R                                                           -2.879e-02
## ModelGolf SportWagen                                                   9.453e-02
## ModelGrand Am                                                          2.087e-01
## ModelGrand Caravan                                                    -2.559e-02
## ModelGrand Prix                                                        1.168e-01
## ModelGrand Vitara                                                     -1.086e-01
## ModelGrand Voyager                                                    -5.553e-02
## ModelGranSport                                                        -4.296e-02
## ModelGranTurismo                                                       1.252e-01
## ModelGranTurismo Convertible                                           1.396e-01
## ModelGS 200t                                                          -1.572e-01
## ModelGS 300                                                           -1.709e-01
## ModelGS 350                                                           -2.405e-01
## ModelGS 400                                                           -4.752e-01
## ModelGS 430                                                           -1.419e-01
## ModelGS 450h                                                          -9.586e-02
## ModelGS 460                                                           -1.575e-01
## ModelGS F                                                             -1.168e-01
## ModelGT                                                                9.474e-01
## ModelGT-R                                                              7.839e-01
## ModelGTI                                                               1.207e-01
## ModelGTO                                                               1.560e-01
## ModelGX 460                                                           -1.872e-01
## ModelGX 470                                                           -1.721e-01
## ModelH3                                                                6.980e-01
## ModelH3T                                                                      NA
## ModelHHR                                                              -9.273e-01
## ModelHighlander                                                        5.164e-01
## ModelHighlander Hybrid                                                 5.843e-01
## ModelHorizon                                                           2.891e-01
## ModelHR-V                                                             -2.559e-01
## ModelHS 250h                                                          -2.981e-01
## ModelHuracan                                                          -4.831e-01
## Modeli-MiEV                                                           -7.676e-01
## Modeli3                                                               -3.048e-01
## ModelI30                                                              -2.168e-01
## ModelI35                                                              -6.536e-02
## ModeliA                                                               -1.611e-02
## ModelILX                                                              -3.456e-01
## ModelILX Hybrid                                                       -2.213e-01
## ModeliM                                                                4.750e-02
## ModelImpala                                                           -8.100e-01
## ModelImpala Limited                                                   -9.879e-01
## ModelImperial                                                          2.365e-01
## ModelImpreza                                                          -1.275e-01
## ModelImpreza WRX                                                      -9.511e-03
## ModelInsight                                                          -1.930e-01
## ModelIntegra                                                          -2.552e-01
## ModelIntrepid                                                          1.188e-01
## ModelIntrigue                                                          2.011e-02
## ModeliQ                                                                1.174e-02
## ModelIS 200t                                                          -4.120e-01
## ModelIS 250                                                           -3.413e-01
## ModelIS 250 C                                                         -3.620e-01
## ModelIS 300                                                           -4.551e-01
## ModelIS 350                                                           -4.682e-01
## ModelIS 350 C                                                         -4.352e-01
## ModelIS F                                                             -3.021e-01
## ModelJ30                                                              -3.223e-01
## ModelJetta                                                             1.635e-02
## ModelJetta GLI                                                         9.627e-02
## ModelJetta Hybrid                                                      3.445e-02
## ModelJetta SportWagen                                                  1.076e-01
## ModelJimmy                                                            -3.613e-01
## ModelJourney                                                           7.946e-02
## ModelJuke                                                             -1.720e-01
## ModelJusty                                                             3.196e-01
## ModelJX                                                               -2.990e-01
## ModelK900                                                              4.104e-01
## ModelKizashi                                                          -5.366e-02
## ModelLaCrosse                                                          1.696e-01
## ModelLancer                                                           -4.966e-01
## ModelLancer Evolution                                                 -2.223e-01
## ModelLancer Sportback                                                 -5.073e-01
## ModelLand Cruiser                                                      1.113e+00
## ModelLaser                                                             1.434e-01
## ModelLe Baron                                                          2.230e-01
## ModelLe Mans                                                           4.648e-01
## ModelLeaf                                                              1.283e-02
## ModelLegacy                                                           -1.563e-02
## ModelLegend                                                           -3.902e-01
## ModelLeSabre                                                           3.030e-01
## ModelLevante                                                          -4.128e-01
## ModelLFA                                                               1.438e+00
## ModelLHS                                                              -2.418e-01
## ModelLoyale                                                            3.008e-01
## ModelLR2                                                              -7.200e-01
## ModelLR3                                                              -1.050e-01
## ModelLR4                                                              -1.588e-01
## ModelLS                                                               -1.798e-01
## ModelLS 400                                                           -2.554e-01
## ModelLS 430                                                            2.335e-03
## ModelLS 460                                                            1.759e-02
## ModelLS 600h L                                                         2.798e-01
## ModelLSS                                                              -8.706e-02
## ModelLTD Crown Victoria                                               -2.429e-02
## ModelLucerne                                                           3.427e-01
## ModelLumina                                                           -1.017e+00
## ModelLumina Minivan                                                   -7.131e-01
## ModelLX 450                                                           -1.476e-01
## ModelLX 470                                                            2.432e-01
## ModelLX 570                                                            1.003e-01
## ModelM                                                                 1.628e-01
## ModelM-Class                                                          -1.239e+00
## ModelM2                                                                3.541e-02
## ModelM3                                                                1.912e-01
## ModelM30                                                              -2.410e-01
## ModelM35                                                               1.598e-01
## ModelM37                                                               1.219e-01
## ModelM4                                                                1.988e-01
## ModelM45                                                               2.375e-01
## ModelM5                                                                2.710e-01
## ModelM56                                                               2.114e-01
## ModelM6                                                                4.344e-01
## ModelM6 Gran Coupe                                                     4.896e-01
## ModelMacan                                                            -8.818e-01
## ModelMagnum                                                            1.100e-01
## ModelMalibu                                                           -9.078e-01
## ModelMalibu Classic                                                   -1.032e+00
## ModelMalibu Hybrid                                                    -9.740e-01
## ModelMalibu Limited                                                   -8.780e-01
## ModelMalibu Maxx                                                      -9.710e-01
## ModelMark LT                                                          -4.270e-01
## ModelMark VII                                                         -6.626e-01
## ModelMark VIII                                                        -7.907e-01
## ModelMatrix                                                            1.587e-01
## ModelMaxima                                                            7.642e-02
## ModelMaybach                                                           1.606e-02
## ModelMazdaspeed 3                                                      1.465e-01
## ModelMazdaspeed 6                                                      4.278e-01
## ModelMazdaspeed MX-5 Miata                                             3.797e-01
## ModelMazdaspeed Protege                                                3.055e-01
## ModelMDX                                                              -3.859e-01
## ModelMetris                                                           -1.276e+00
## ModelMetro                                                            -8.823e-01
## ModelMighty Max Pickup                                                -9.290e-02
## ModelMillenia                                                          5.161e-01
## ModelMirage                                                           -6.685e-01
## ModelMirage G4                                                        -6.149e-01
## ModelMKC                                                              -5.999e-01
## ModelMKS                                                              -4.275e-01
## ModelMKT                                                              -7.204e-01
## ModelMKX                                                              -5.650e-01
## ModelMKZ                                                              -2.279e-01
## ModelMKZ Hybrid                                                       -2.464e-01
## ModelML55 AMG                                                         -9.197e-01
## ModelModel S                                                                  NA
## ModelMonaco                                                            2.131e-01
## ModelMontana                                                           3.755e-01
## ModelMontana SV6                                                       2.686e-01
## ModelMonte Carlo                                                      -8.903e-01
## ModelMontero                                                           1.082e-01
## ModelMontero Sport                                                    -4.619e-02
## ModelMP4-12C                                                                  NA
## ModelMPV                                                               4.504e-01
## ModelMR2                                                               3.869e-01
## ModelMR2 Spyder                                                        3.291e-01
## ModelMulsanne                                                         -1.954e-01
## ModelMurano                                                            2.281e-01
## ModelMurano CrossCabriolet                                             3.831e-01
## ModelMurcielago                                                               NA
## ModelMustang                                                          -2.402e-01
## ModelMustang SVT Cobra                                                 1.521e-01
## ModelMX-3                                                              6.093e-01
## ModelMX-5 Miata                                                        2.921e-01
## ModelMX-6                                                              4.222e-01
## ModelNavajo                                                            6.170e-01
## ModelNavigator                                                         6.567e-02
## ModelNeon                                                             -7.193e-02
## ModelNew Beetle                                                        4.353e-02
## ModelNew Yorker                                                        7.171e-02
## ModelNinety-Eight                                                     -4.149e-02
## ModelNitro                                                             3.119e-02
## ModelNSX                                                               8.276e-01
## ModelNV200                                                             1.987e-02
## ModelNX                                                                2.128e-01
## ModelNX 200t                                                          -7.885e-01
## ModelNX 300h                                                          -7.899e-01
## ModelOdyssey                                                           2.935e-02
## ModelOptima                                                           -2.031e-02
## ModelOptima Hybrid                                                    -7.373e-02
## ModelOutback                                                           1.747e-01
## ModelOutlander                                                        -3.048e-01
## ModelOutlander Sport                                                  -3.922e-01
## ModelPacifica                                                          2.476e-01
## ModelPanamera                                                                 NA
## ModelPark Avenue                                                       4.793e-01
## ModelPark Ward                                                         5.257e-01
## ModelPaseo                                                             4.249e-01
## ModelPassat                                                            1.663e-01
## ModelPassport                                                          6.921e-02
## ModelPathfinder                                                        1.335e-01
## ModelPhaeton                                                           9.733e-01
## ModelPhantom                                                           6.197e-01
## ModelPhantom Coupe                                                     5.871e-01
## ModelPhantom Drophead Coupe                                            5.502e-01
## ModelPickup                                                            5.562e-01
## ModelPilot                                                             2.296e-02
## ModelPrecis                                                            3.437e-03
## ModelPrelude                                                           3.733e-02
## ModelPrevia                                                            3.791e-01
## ModelPrius                                                             4.328e-01
## ModelPrius c                                                           2.534e-01
## ModelPrius Prime                                                       5.018e-01
## ModelPrius v                                                           2.872e-01
## ModelPrizm                                                            -9.755e-01
## ModelProbe                                                             2.637e-02
## ModelProtege                                                           2.198e-01
## ModelProtege5                                                          2.755e-01
## ModelProwler                                                           1.007e+00
## ModelPT Cruiser                                                        6.401e-02
## ModelPulsar                                                            2.668e-01
## ModelQ3                                                                6.271e-03
## ModelQ40                                                              -2.104e-01
## ModelQ45                                                               4.002e-01
## ModelQ5                                                                1.593e-01
## ModelQ50                                                              -2.009e-02
## ModelQ60 Convertible                                                   1.277e-01
## ModelQ60 Coupe                                                         2.083e-02
## ModelQ7                                                                2.365e-01
## ModelQ70                                                               1.586e-01
## ModelQuattroporte                                                     -2.420e-02
## ModelQuest                                                             1.287e-01
## ModelQX                                                                2.705e-01
## ModelQX4                                                               1.635e-01
## ModelQX50                                                             -5.570e-01
## ModelQX56                                                              3.210e-01
## ModelQX60                                                             -2.937e-01
## ModelQX70                                                             -2.897e-01
## ModelQX80                                                              3.097e-01
## ModelR-Class                                                          -1.303e+00
## ModelR32                                                               2.098e-01
## ModelR8                                                                1.233e+00
## ModelRabbit                                                           -1.378e-01
## ModelRaider                                                           -3.932e-01
## ModelRainier                                                           3.357e-01
## ModelRally Wagon                                                      -4.233e-01
## ModelRAM 150                                                           1.423e-01
## ModelRAM 250                                                           1.390e-01
## ModelRam 50 Pickup                                                     3.116e-01
## ModelRam Cargo                                                         8.961e-02
## ModelRam Pickup 1500                                                   3.517e-02
## ModelRam Van                                                          -4.087e-03
## ModelRam Wagon                                                         3.868e-02
## ModelRamcharger                                                        1.934e-01
## ModelRange Rover                                                       3.224e-01
## ModelRange Rover Evoque                                               -4.513e-01
## ModelRange Rover Sport                                                        NA
## ModelRanger                                                           -1.560e-01
## ModelRapide                                                            6.161e-02
## ModelRapide S                                                         -1.574e-01
## ModelRAV4                                                              4.266e-01
## ModelRAV4 EV                                                           6.675e-01
## ModelRAV4 Hybrid                                                       2.769e-01
## ModelRC 200t                                                          -3.716e-01
## ModelRC 300                                                           -4.103e-01
## ModelRC 350                                                           -4.407e-01
## ModelRC F                                                             -4.377e-01
## ModelRDX                                                              -6.237e-01
## ModelReatta                                                            4.880e-02
## ModelRegal                                                             7.529e-02
## ModelRegency                                                          -1.768e-01
## ModelRendezvous                                                        1.911e-01
## ModelReno                                                             -3.896e-01
## ModelRidgeline                                                        -2.303e-01
## ModelRio                                                              -3.465e-01
## ModelRiviera                                                          -1.137e-01
## ModelRL                                                                1.959e-02
## ModelRLX                                                               3.437e-02
## ModelRoadmaster                                                       -6.418e-02
## ModelRogue                                                             4.541e-02
## ModelRogue Select                                                     -1.570e-01
## ModelRondo                                                            -1.580e-01
## ModelRoutan                                                            3.783e-01
## ModelRS 4                                                              6.545e-01
## ModelRS 5                                                              4.363e-01
## ModelRS 7                                                              6.888e-01
## ModelRSX                                                              -5.383e-01
## ModelRX 300                                                           -6.161e-01
## ModelRX 330                                                           -6.207e-01
## ModelRX 350                                                           -6.630e-01
## ModelRX 400h                                                          -6.984e-01
## ModelRX 450h                                                          -7.502e-01
## ModelRX-7                                                              1.615e+00
## ModelRX-8                                                              4.322e-01
## ModelS-10                                                             -9.067e-01
## ModelS-10 Blazer                                                      -6.709e-01
## ModelS-15                                                             -3.112e-01
## ModelS-15 Jimmy                                                       -2.663e-01
## ModelS-Class                                                          -4.087e-01
## ModelS2000                                                                    NA
## ModelS3                                                                2.579e-01
## ModelS4                                                                3.633e-01
## ModelS40                                                               6.257e-02
## ModelS5                                                                4.506e-01
## ModelS6                                                                4.936e-01
## ModelS60                                                               1.534e-01
## ModelS60 Cross Country                                                 3.020e-01
## ModelS7                                                                5.716e-01
## ModelS70                                                              -1.361e-01
## ModelS8                                                                7.370e-01
## ModelS80                                                               2.890e-01
## ModelS90                                                               2.488e-01
## ModelSafari                                                           -4.246e-01
## ModelSafari Cargo                                                     -3.512e-01
## ModelSamurai                                                           2.339e-01
## ModelSanta Fe                                                          3.467e-02
## ModelSanta Fe Sport                                                   -1.197e-02
## ModelSavana                                                           -3.095e-01
## ModelSavana Cargo                                                     -3.671e-01
## ModelSC 300                                                           -4.637e-01
## ModelSC 400                                                           -4.657e-01
## ModelSC 430                                                                   NA
## ModelScoupe                                                            1.134e-01
## ModelSebring                                                           2.075e-01
## ModelSedona                                                            7.139e-02
## ModelSentra                                                           -1.580e-01
## ModelSephia                                                           -2.050e-01
## ModelSequoia                                                           7.083e-01
## ModelSeville                                                           1.040e-01
## ModelShadow                                                            2.713e-01
## ModelShelby GT350                                                     -3.773e-02
## ModelShelby GT500                                                     -1.644e-01
## ModelSidekick                                                          4.242e-02
## ModelSienna                                                            4.431e-01
## ModelSierra 1500                                                      -3.933e-01
## ModelSierra 1500 Classic                                              -5.104e-01
## ModelSierra 1500 Hybrid                                               -5.583e-01
## ModelSierra 1500HD                                                    -5.024e-01
## ModelSierra Classic 1500                                              -1.710e-02
## ModelSilhouette                                                        3.396e-01
## ModelSilver Seraph                                                     3.632e-01
## ModelSilverado 1500                                                   -7.884e-01
## ModelSilverado 1500 Classic                                           -9.043e-01
## ModelSilverado 1500 Hybrid                                            -9.512e-01
## ModelSixty Special                                                    -5.128e-01
## ModelSkylark                                                           5.432e-02
## ModelSL-Class                                                         -5.329e-01
## ModelSLC-Class                                                        -1.099e+00
## ModelSLK-Class                                                        -1.017e+00
## ModelSLR McLaren                                                       7.802e-01
## ModelSLS AMG                                                          -7.094e-02
## ModelSLS AMG GT                                                               NA
## ModelSLX                                                              -3.766e-01
## ModelSolstice                                                          1.048e-01
## ModelSonata                                                           -1.041e-01
## ModelSonata Hybrid                                                    -2.156e-01
## ModelSonic                                                            -1.128e+00
## ModelSonoma                                                           -5.840e-01
## ModelSorento                                                           1.315e-01
## ModelSoul                                                             -2.693e-01
## ModelSoul EV                                                           6.758e-02
## ModelSpark                                                            -1.283e+00
## ModelSpark EV                                                         -1.299e+00
## ModelSpectra                                                          -2.515e-01
## ModelSpirit                                                            2.927e-01
## ModelSportage                                                                 NA
## ModelSportvan                                                         -8.046e-01
## ModelSpyder                                                           -1.320e-01
## ModelSQ5                                                               3.652e-02
## ModelSRT Viper                                                         4.962e-01
## ModelSRX                                                              -4.530e-01
## ModelSS                                                               -7.944e-01
## ModelSSR                                                              -4.898e-01
## ModelStanza                                                            2.114e-01
## ModelStealth                                                           2.200e-01
## ModelStratus                                                           7.299e-02
## ModelSTS                                                               7.347e-02
## ModelSTS-V                                                             1.070e-01
## ModelSuburban                                                         -3.706e-01
## ModelSunbird                                                           3.638e-01
## ModelSundance                                                          3.038e-01
## ModelSunfire                                                          -2.095e-01
## ModelSuperamerica                                                             NA
## ModelSupersports Convertible ISR                                      -6.095e-01
## ModelSupra                                                             2.279e+00
## ModelSVX                                                              -2.668e-02
## ModelSwift                                                            -3.896e-01
## ModelSX4                                                              -3.407e-01
## ModelSyclone                                                           3.651e-01
## ModelT100                                                              5.751e-01
## ModelTacoma                                                            2.055e-01
## ModelTahoe                                                            -3.809e-01
## ModelTahoe Hybrid                                                     -5.142e-01
## ModelTahoe Limited/Z71                                                -7.474e-01
## ModelTaurus                                                           -1.219e-01
## ModelTaurus X                                                          7.886e-03
## ModeltC                                                                1.491e-01
## ModelTC                                                                8.496e-02
## ModelTempo                                                             1.635e-01
## ModelTercel                                                            4.361e-01
## ModelTerrain                                                          -3.256e-01
## ModelTerraza                                                           2.910e-01
## ModelThunderbird                                                       9.781e-02
## ModelTiburon                                                          -1.520e-01
## ModelTiguan                                                            2.176e-01
## ModelTitan                                                            -7.120e-03
## ModelTL                                                               -2.133e-01
## ModelTLX                                                              -2.549e-01
## ModelToronado                                                                 NA
## ModelTorrent                                                           2.132e-01
## ModelTouareg                                                           5.270e-01
## ModelTouareg 2                                                         4.333e-01
## ModelTown and Country                                                  3.082e-01
## ModelTown Car                                                                 NA
## ModelTracker                                                          -8.709e-01
## ModelTrailBlazer                                                      -7.787e-01
## ModelTrailBlazer EXT                                                  -7.072e-01
## ModelTrans Sport                                                       7.798e-02
## ModelTransit Connect                                                  -3.814e-02
## ModelTransit Wagon                                                     1.414e-01
## ModelTraverse                                                         -7.009e-01
## ModelTrax                                                             -9.320e-01
## ModelTribeca                                                           2.142e-01
## ModelTribute                                                           3.954e-01
## ModelTribute Hybrid                                                    4.854e-01
## ModelTruck                                                             2.766e-01
## ModelTSX                                                              -2.633e-01
## ModelTSX Sport Wagon                                                  -2.274e-01
## ModelTT                                                                3.858e-01
## ModelTT RS                                                             4.778e-01
## ModelTTS                                                               4.299e-01
## ModelTucson                                                           -1.058e-01
## ModelTundra                                                            1.989e-01
## ModelTyphoon                                                           5.548e-01
## ModelUplander                                                         -8.174e-01
## ModelV12 Vanquish                                                      2.211e-01
## ModelV12 Vantage                                                      -5.727e-02
## ModelV12 Vantage S                                                    -3.126e-01
## ModelV40                                                               1.057e-01
## ModelV50                                                               9.384e-02
## ModelV60                                                               1.971e-01
## ModelV60 Cross Country                                                -1.246e-01
## ModelV70                                                               1.524e-01
## ModelV8                                                               -2.720e-02
## ModelV8 Vantage                                                       -4.327e-01
## ModelV90                                                              -1.464e-01
## ModelVan                                                               2.253e-01
## ModelVanagon                                                           3.168e-01
## ModelVandura                                                          -4.003e-01
## ModelVanquish                                                          1.471e-01
## ModelVanwagon                                                                 NA
## ModelVeloster                                                         -2.955e-01
## ModelVenture                                                          -6.726e-01
## ModelVenza                                                             3.967e-01
## ModelVeracruz                                                          5.401e-02
## ModelVerano                                                                   NA
## ModelVerona                                                           -1.448e-01
## ModelVersa                                                            -3.918e-01
## ModelVersa Note                                                       -2.994e-01
## ModelVeyron 16.4                                                              NA
## ModelVibe                                                                     NA
## ModelVigor                                                            -3.402e-01
## ModelViper                                                             3.510e-01
## ModelVirage                                                                   NA
## ModelVitara                                                           -1.308e-01
## ModelVoyager                                                           5.173e-02
## ModelWindstar                                                          1.511e-01
## ModelWindstar Cargo                                                           NA
## ModelWraith                                                                   NA
## ModelWRX                                                               1.165e-02
## ModelX-90                                                              1.344e-01
## ModelX1                                                               -4.313e-01
## ModelX3                                                               -2.533e-01
## ModelX4                                                               -2.018e-01
## ModelX5                                                               -4.803e-02
## ModelX5 M                                                             -1.069e-01
## ModelX6                                                                4.297e-02
## ModelX6 M                                                             -7.302e-02
## ModelxA                                                               -1.071e-01
## ModelxB                                                                3.172e-02
## ModelXC                                                               -2.449e-02
## ModelXC60                                                             -1.031e-01
## ModelXC70                                                             -1.608e-01
## ModelXC90                                                                     NA
## ModelxD                                                                       NA
## ModelXG300                                                             3.319e-02
## ModelXG350                                                                    NA
## ModelXL-7                                                              3.432e-02
## ModelXL7                                                                      NA
## ModelXLR                                                               4.268e-01
## ModelXLR-V                                                             2.734e-01
## ModelXT                                                                2.066e-01
## ModelXT5                                                              -4.179e-01
## ModelXterra                                                                   NA
## ModelXTS                                                                      NA
## ModelXV Crosstrek                                                             NA
## ModelYaris                                                            -2.806e-02
## ModelYaris iA                                                                 NA
## ModelYukon                                                            -3.960e-02
## ModelYukon Denali                                                     -2.451e-01
## ModelYukon Hybrid                                                      5.361e-02
## ModelYukon XL                                                                 NA
## ModelZ3                                                                2.072e-01
## ModelZ4                                                                2.297e-01
## ModelZ4 M                                                              1.667e-01
## ModelZ8                                                                1.171e+00
## ModelZDX                                                                      NA
## Year1991                                                              -1.608e-03
## Year1992                                                              -1.178e-02
## Year1993                                                               2.650e-03
## Year1994                                                               3.451e-03
## Year1995                                                               4.205e-02
## Year1996                                                               1.014e-01
## Year1997                                                               1.182e-01
## Year1998                                                               1.882e-01
## Year1999                                                               2.656e-01
## Year2000                                                               2.981e-01
## Year2001                                                               2.384e+00
## Year2002                                                               2.401e+00
## Year2003                                                               2.441e+00
## Year2004                                                               2.442e+00
## Year2005                                                               2.456e+00
## Year2006                                                               2.451e+00
## Year2007                                                               2.462e+00
## Year2008                                                               2.491e+00
## Year2009                                                               2.517e+00
## Year2010                                                               2.528e+00
## Year2011                                                               2.536e+00
## Year2012                                                               2.552e+00
## Year2013                                                               2.575e+00
## Year2014                                                               2.592e+00
## Year2015                                                               2.611e+00
## Year2016                                                               2.622e+00
## Year2017                                                               2.629e+00
## Engine.Fuel.Typediesel                                                 1.750e-01
## Engine.Fuel.Typeelectric                                               7.293e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)           6.828e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)              3.524e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                               3.087e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                       2.267e-01
## Engine.Fuel.Typenatural gas                                            3.240e-01
## Engine.Fuel.Typepremium unleaded (recommended)                         6.192e-02
## Engine.Fuel.Typepremium unleaded (required)                            3.860e-02
## Engine.Fuel.Typeregular unleaded                                       2.386e-02
## Engine.HP                                                              1.462e-03
## Engine.Cylinders                                                       8.093e-03
## Transmission.TypeAUTOMATIC                                            -9.579e-03
## Transmission.TypeDIRECT_DRIVE                                         -7.425e-02
## Transmission.TypeMANUAL                                               -6.543e-02
## Transmission.TypeUNKNOWN                                               8.096e-02
## Driven_Wheelsfour wheel drive                                          2.180e-02
## Driven_Wheelsfront wheel drive                                        -6.040e-02
## Driven_Wheelsrear wheel drive                                         -6.039e-02
## Number.of.Doors2                                                      -1.155e-01
## Number.of.Doors3                                                      -7.937e-02
## Number.of.Doors4                                                      -5.554e-02
## Market.CategoryCrossover,Diesel                                        4.960e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                2.663e-02
## Market.CategoryCrossover,Exotic,Luxury,Performance                            NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance         5.670e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance              5.487e-01
## Market.CategoryCrossover,Factory Tuner,Performance                     6.338e-02
## Market.CategoryCrossover,Flex Fuel                                     3.889e-03
## Market.CategoryCrossover,Flex Fuel,Luxury                              3.270e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                  4.252e-01
## Market.CategoryCrossover,Flex Fuel,Performance                         1.291e-01
## Market.CategoryCrossover,Hatchback                                     1.677e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance           2.370e-01
## Market.CategoryCrossover,Hatchback,Luxury                                     NA
## Market.CategoryCrossover,Hatchback,Performance                         1.492e-01
## Market.CategoryCrossover,Hybrid                                        1.667e-01
## Market.CategoryCrossover,Luxury                                        3.513e-01
## Market.CategoryCrossover,Luxury,Diesel                                 3.443e-01
## Market.CategoryCrossover,Luxury,High-Performance                       5.867e-01
## Market.CategoryCrossover,Luxury,Hybrid                                 5.336e-01
## Market.CategoryCrossover,Luxury,Performance                            3.828e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid                            NA
## Market.CategoryCrossover,Performance                                   3.187e-02
## Market.CategoryDiesel                                                 -1.402e-02
## Market.CategoryDiesel,Luxury                                          -1.779e-02
## Market.CategoryExotic,Factory Tuner,High-Performance                   3.910e-01
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance            2.068e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                 6.450e-03
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -3.634e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance               -9.796e-02
## Market.CategoryExotic,High-Performance                                 3.091e-01
## Market.CategoryExotic,Luxury                                          -3.166e-02
## Market.CategoryExotic,Luxury,High-Performance                         -6.754e-02
## Market.CategoryExotic,Luxury,Performance                                      NA
## Market.CategoryExotic,Performance                                             NA
## Market.CategoryFactory Tuner,High-Performance                          1.332e-01
## Market.CategoryFactory Tuner,Luxury,High-Performance                   1.181e-01
## Market.CategoryFactory Tuner,Luxury,Performance                        1.399e-02
## Market.CategoryFactory Tuner,Performance                               4.961e-02
## Market.CategoryFlex Fuel                                              -8.767e-02
## Market.CategoryFlex Fuel,Diesel                                       -2.380e-03
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance         1.952e-01
## Market.CategoryFlex Fuel,Hybrid                                        1.441e-01
## Market.CategoryFlex Fuel,Luxury                                       -4.513e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance                       3.282e-02
## Market.CategoryFlex Fuel,Luxury,Performance                            3.055e-02
## Market.CategoryFlex Fuel,Performance                                  -1.834e-02
## Market.CategoryFlex Fuel,Performance,Hybrid                           -7.113e-02
## Market.CategoryHatchback                                               1.884e-03
## Market.CategoryHatchback,Diesel                                        2.168e-02
## Market.CategoryHatchback,Factory Tuner,High-Performance                2.426e-01
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance              2.425e-01
## Market.CategoryHatchback,Factory Tuner,Performance                     1.308e-01
## Market.CategoryHatchback,Flex Fuel                                    -1.270e-02
## Market.CategoryHatchback,Hybrid                                               NA
## Market.CategoryHatchback,Luxury                                        8.973e-02
## Market.CategoryHatchback,Luxury,Hybrid                                        NA
## Market.CategoryHatchback,Luxury,Performance                            1.032e-01
## Market.CategoryHatchback,Performance                                   7.069e-02
## Market.CategoryHigh-Performance                                        2.779e-02
## Market.CategoryHybrid                                                  1.888e-01
## Market.CategoryLuxury                                                 -3.364e-02
## Market.CategoryLuxury,High-Performance                                -1.216e-03
## Market.CategoryLuxury,High-Performance,Hybrid                          4.269e-02
## Market.CategoryLuxury,Hybrid                                           3.714e-02
## Market.CategoryLuxury,Performance                                     -1.206e-02
## Market.CategoryLuxury,Performance,Hybrid                               1.437e-02
## Market.CategoryN/A                                                    -4.439e-02
## Market.CategoryPerformance                                             2.329e-02
## Vehicle.SizeLarge                                                      2.900e-02
## Vehicle.SizeMidsize                                                   -8.908e-03
## Vehicle.Style2dr SUV                                                  -7.611e-02
## Vehicle.Style4dr Hatchback                                            -2.514e-02
## Vehicle.Style4dr SUV                                                  -6.004e-02
## Vehicle.StyleCargo Minivan                                            -9.977e-02
## Vehicle.StyleCargo Van                                                -3.174e-02
## Vehicle.StyleConvertible                                               1.946e-01
## Vehicle.StyleConvertible SUV                                                  NA
## Vehicle.StyleCoupe                                                     7.443e-02
## Vehicle.StyleCrew Cab Pickup                                           1.451e-01
## Vehicle.StyleExtended Cab Pickup                                       5.336e-02
## Vehicle.StylePassenger Minivan                                         2.013e-02
## Vehicle.StylePassenger Van                                                    NA
## Vehicle.StyleRegular Cab Pickup                                               NA
## Vehicle.StyleSedan                                                    -1.272e-02
## Vehicle.StyleWagon                                                            NA
## highway.MPG                                                           -1.491e-05
## city.mpg                                                              -1.079e-03
## Popularity                                                                    NA
##                                                                       Std. Error
## (Intercept)                                                            1.051e-01
## MakeAlfa Romeo                                                         9.674e-02
## MakeAston Martin                                                       8.870e-02
## MakeAudi                                                               1.629e-01
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## MakeBMW                                                                9.019e-02
## MakeBugatti                                                            9.355e-02
## MakeBuick                                                              6.724e-02
## MakeCadillac                                                           8.983e-02
## MakeChevrolet                                                          9.242e-02
## MakeChrysler                                                           1.838e-01
## MakeDodge                                                              1.898e-01
## MakeFerrari                                                            1.103e-01
## MakeFIAT                                                               5.559e-02
## MakeFord                                                               9.170e-02
## MakeGenesis                                                            1.075e-01
## MakeGMC                                                                7.002e-02
## MakeHonda                                                              7.452e-02
## MakeHUMMER                                                             1.197e-01
## MakeHyundai                                                            8.129e-02
## MakeInfiniti                                                           1.085e-01
## MakeKia                                                                5.401e-02
## MakeLamborghini                                                        7.411e-02
## MakeLand Rover                                                         9.222e-02
## MakeLexus                                                              1.010e-01
## MakeLincoln                                                            1.019e-01
## MakeLotus                                                              8.148e-02
## MakeMaserati                                                           1.777e-01
## MakeMaybach                                                            6.929e-02
## MakeMazda                                                              7.963e-02
## MakeMcLaren                                                            8.969e-02
## MakeMercedes-Benz                                                      8.283e-02
## MakeMitsubishi                                                         1.224e-01
## MakeNissan                                                             6.790e-02
## MakeOldsmobile                                                         8.381e-02
## MakePlymouth                                                           1.869e-01
## MakePontiac                                                            6.928e-02
## MakePorsche                                                            9.005e-02
## MakeRolls-Royce                                                        8.715e-02
## MakeSaab                                                               1.000e-01
## MakeScion                                                              7.029e-02
## MakeSpyker                                                             8.893e-02
## MakeSubaru                                                             5.827e-02
## MakeSuzuki                                                             4.968e-02
## MakeTesla                                                              9.185e-02
## MakeToyota                                                             8.914e-02
## MakeVolkswagen                                                         2.026e-01
## MakeVolvo                                                              1.133e-01
## Model100                                                               1.812e-01
## Model124 Spider                                                        7.988e-02
## Model190-Class                                                         1.198e-01
## Model2                                                                 6.638e-02
## Model2 Series                                                          3.918e-02
## Model200                                                               1.832e-01
## Model200SX                                                             6.084e-02
## Model240                                                               1.410e-01
## Model240SX                                                             5.929e-02
## Model3                                                                 5.829e-02
## Model3 Series                                                          3.292e-02
## Model3 Series Gran Turismo                                             5.235e-02
## Model300                                                               1.850e-01
## Model300-Class                                                         1.133e-01
## Model3000GT                                                            1.258e-01
## Model300M                                                              1.932e-01
## Model300ZX                                                             5.996e-02
## Model323                                                               9.006e-02
## Model350-Class                                                         1.299e-01
## Model350Z                                                              4.746e-02
## Model360                                                               9.280e-02
## Model370Z                                                              4.451e-02
## Model4 Series                                                          3.290e-02
## Model4 Series Gran Coupe                                               3.948e-02
## Model400-Class                                                         1.424e-01
## Model420-Class                                                         1.293e-01
## Model456M                                                              9.724e-02
## Model458 Italia                                                        1.007e-01
## Model4C                                                                       NA
## Model4Runner                                                           7.321e-02
## Model5                                                                 9.344e-02
## Model5 Series                                                          3.826e-02
## Model5 Series Gran Turismo                                             5.354e-02
## Model500                                                               6.444e-02
## Model500-Class                                                         1.167e-01
## Model500e                                                              1.124e-01
## Model500L                                                              6.462e-02
## Model500X                                                                     NA
## Model550                                                               1.251e-01
## Model560-Class                                                         1.214e-01
## Model57                                                                5.538e-02
## Model575M                                                              9.531e-02
## Model599                                                               1.004e-01
## Model6                                                                 6.025e-02
## Model6 Series                                                          3.416e-02
## Model6 Series Gran Coupe                                               4.108e-02
## Model600-Class                                                         1.200e-01
## Model6000                                                              6.376e-02
## Model612 Scaglietti                                                    1.097e-01
## Model62                                                                       NA
## Model626                                                               6.889e-02
## Model7 Series                                                          3.738e-02
## Model718 Cayman                                                        6.767e-02
## Model740                                                               1.389e-01
## Model760                                                               1.512e-01
## Model780                                                               1.636e-01
## Model8 Series                                                          5.872e-02
## Model80                                                                1.834e-01
## Model850                                                               1.362e-01
## Model86                                                                1.080e-01
## Model9-2X                                                              7.249e-02
## Model9-3                                                               5.561e-02
## Model9-3 Griffin                                                       6.188e-02
## Model9-4X                                                              1.438e-01
## Model9-5                                                               6.184e-02
## Model9-7X                                                              6.955e-02
## Model90                                                                1.812e-01
## Model900                                                               3.972e-02
## Model9000                                                                     NA
## Model911                                                               2.924e-02
## Model928                                                               1.024e-01
## Model929                                                               1.162e-01
## Model940                                                               1.381e-01
## Model944                                                               7.231e-02
## Model960                                                               1.421e-01
## Model968                                                               6.052e-02
## ModelA3                                                                1.755e-01
## ModelA4                                                                1.763e-01
## ModelA4 allroad                                                        1.857e-01
## ModelA5                                                                1.792e-01
## ModelA6                                                                1.765e-01
## ModelA7                                                                1.783e-01
## ModelA8                                                                1.795e-01
## ModelAcadia                                                            5.522e-02
## ModelAcadia Limited                                                    8.115e-02
## ModelAccent                                                            6.231e-02
## ModelAcclaim                                                           2.027e-01
## ModelAccord                                                            4.601e-02
## ModelAccord Crosstour                                                  6.420e-02
## ModelAccord Hybrid                                                     6.658e-02
## ModelAccord Plug-In Hybrid                                             1.044e-01
## ModelAchieva                                                           6.254e-02
## ModelActiveHybrid 5                                                    1.082e-01
## ModelActiveHybrid 7                                                    1.081e-01
## ModelActiveHybrid X6                                                   1.230e-01
## ModelAerio                                                             6.021e-02
## ModelAerostar                                                          6.504e-02
## ModelAlero                                                             5.733e-02
## ModelAllante                                                           7.755e-02
## Modelallroad                                                           1.780e-01
## Modelallroad quattro                                                   1.299e-01
## ModelAlpina                                                            1.317e-01
## ModelALPINA B6 Gran Coupe                                              6.063e-02
## ModelALPINA B7                                                         4.657e-02
## ModelAltima                                                            4.281e-02
## ModelAltima Hybrid                                                     8.057e-02
## ModelAmanti                                                            8.752e-02
## ModelAMG GT                                                            7.663e-02
## ModelArmada                                                            3.298e-02
## ModelArnage                                                            8.789e-02
## ModelAspen                                                             1.883e-01
## ModelAspire                                                            1.040e-01
## ModelAstro                                                             1.203e-01
## ModelAstro Cargo                                                       1.220e-01
## ModelATS                                                               2.824e-02
## ModelATS Coupe                                                         3.079e-02
## ModelATS-V                                                             5.256e-02
## ModelAurora                                                            6.811e-02
## ModelAvalanche                                                         9.047e-02
## ModelAvalon                                                            6.828e-02
## ModelAvalon Hybrid                                                     7.810e-02
## ModelAvenger                                                           1.932e-01
## ModelAventador                                                         4.797e-02
## ModelAveo                                                              7.826e-02
## ModelAviator                                                           7.365e-02
## ModelAxxess                                                            1.127e-01
## ModelAzera                                                             6.619e-02
## ModelAztek                                                             7.622e-02
## ModelAzure                                                             1.050e-01
## ModelB-Class Electric Drive                                            1.389e-01
## ModelB-Series                                                          6.737e-02
## ModelB-Series Pickup                                                   6.756e-02
## ModelB-Series Truck                                                    6.275e-02
## ModelB9 Tribeca                                                        4.354e-02
## ModelBaja                                                              5.360e-02
## ModelBeetle                                                            2.037e-01
## ModelBeetle Convertible                                                2.035e-01
## ModelBeretta                                                           9.868e-02
## ModelBlack Diamond Avalanche                                           9.677e-02
## ModelBlackwood                                                         1.056e-01
## ModelBlazer                                                            7.949e-02
## ModelBolt EV                                                           1.336e-01
## ModelBonneville                                                        5.102e-02
## ModelBorrego                                                           6.544e-02
## ModelBoxster                                                           4.525e-02
## ModelBravada                                                           7.638e-02
## ModelBreeze                                                            1.966e-01
## ModelBronco                                                            1.042e-01
## ModelBronco II                                                         1.079e-01
## ModelBrooklands                                                        1.145e-01
## ModelBrougham                                                          6.424e-02
## ModelBRZ                                                               6.935e-02
## ModelC-Class                                                           1.056e-01
## ModelC-Max Hybrid                                                      1.121e-01
## ModelC/K 1500 Series                                                   8.737e-02
## ModelC/K 2500 Series                                                   9.346e-02
## ModelC30                                                               1.394e-01
## ModelC36 AMG                                                           1.294e-01
## ModelC43 AMG                                                           1.280e-01
## ModelC70                                                               1.408e-01
## ModelC8                                                                       NA
## ModelCabrio                                                            2.061e-01
## ModelCabriolet                                                         1.847e-01
## ModelCadenza                                                           6.880e-02
## ModelCaliber                                                           1.925e-01
## ModelCalifornia                                                        1.032e-01
## ModelCalifornia T                                                      1.258e-01
## ModelCamaro                                                            7.284e-02
## ModelCamry                                                             6.737e-02
## ModelCamry Hybrid                                                      7.738e-02
## ModelCamry Solara                                                      6.922e-02
## ModelCanyon                                                            4.124e-02
## ModelCaprice                                                           9.624e-02
## ModelCaptiva Sport                                                     8.716e-02
## ModelCaravan                                                           2.006e-01
## ModelCarrera GT                                                        1.326e-01
## ModelCascada                                                           5.798e-02
## ModelCatera                                                            5.678e-02
## ModelCavalier                                                          8.335e-02
## ModelCayenne                                                           1.331e-01
## ModelCayman                                                            4.293e-02
## ModelCayman S                                                          9.355e-02
## ModelCC                                                                2.043e-01
## ModelCelebrity                                                         1.129e-01
## ModelCelica                                                            7.134e-02
## ModelCentury                                                           6.111e-02
## ModelChallenger                                                        1.917e-01
## ModelCharger                                                           1.913e-01
## ModelChevy Van                                                         1.116e-01
## ModelCiera                                                             7.773e-02
## ModelCirrus                                                            1.974e-01
## ModelCity Express                                                      1.101e-01
## ModelCivic                                                             4.598e-02
## ModelCivic CRX                                                         7.299e-02
## ModelCivic del Sol                                                     6.290e-02
## ModelCL                                                                9.392e-02
## ModelCL-Class                                                          1.087e-01
## ModelCLA-Class                                                         1.097e-01
## ModelClassic                                                           1.012e-01
## ModelCLK-Class                                                         1.074e-01
## ModelCLS-Class                                                         1.074e-01
## ModelCobalt                                                            7.811e-02
## ModelColorado                                                          7.143e-02
## ModelColt                                                              1.983e-01
## ModelConcorde                                                          1.904e-01
## ModelContinental                                                       6.064e-02
## ModelContinental Flying Spur                                           1.171e-01
## ModelContinental Flying Spur Speed                                     1.312e-01
## ModelContinental GT                                                    1.018e-01
## ModelContinental GT Speed                                              1.214e-01
## ModelContinental GT Speed Convertible                                  1.505e-01
## ModelContinental GTC                                                   1.101e-01
## ModelContinental GTC Speed                                             1.498e-01
## ModelContinental Supersports                                           1.315e-01
## ModelContinental Supersports Convertible                               1.366e-01
## ModelContour                                                           9.830e-02
## ModelContour SVT                                                       1.065e-01
## ModelCorniche                                                          1.185e-01
## ModelCorolla                                                           6.398e-02
## ModelCorolla iM                                                        8.811e-02
## ModelCorrado                                                           2.111e-01
## ModelCorsica                                                           1.100e-01
## ModelCorvette                                                          7.311e-02
## ModelCorvette Stingray                                                 8.493e-02
## ModelCoupe                                                             1.629e-01
## ModelCR-V                                                              7.122e-02
## ModelCR-Z                                                              6.989e-02
## ModelCressida                                                          1.156e-01
## ModelCrossfire                                                         1.889e-01
## ModelCrosstour                                                         5.959e-02
## ModelCrosstrek                                                         4.306e-02
## ModelCrown Victoria                                                    1.123e-01
## ModelCruze                                                             7.441e-02
## ModelCruze Limited                                                     7.872e-02
## ModelCT 200h                                                           1.095e-01
## ModelCT6                                                               3.196e-02
## ModelCTS                                                               2.449e-02
## ModelCTS Coupe                                                         3.380e-02
## ModelCTS Wagon                                                         3.258e-02
## ModelCTS-V                                                             6.670e-02
## ModelCTS-V Coupe                                                       5.814e-02
## ModelCTS-V Wagon                                                       9.260e-02
## ModelCube                                                              5.501e-02
## ModelCustom Cruiser                                                    7.470e-02
## ModelCutlass                                                           6.262e-02
## ModelCutlass Calais                                                    5.149e-02
## ModelCutlass Ciera                                                     5.058e-02
## ModelCutlass Supreme                                                   5.790e-02
## ModelCX-3                                                              7.106e-02
## ModelCX-5                                                              6.727e-02
## ModelCX-7                                                              6.927e-02
## ModelCX-9                                                              7.023e-02
## ModelDakota                                                            1.915e-01
## ModelDart                                                              1.911e-01
## ModelDawn                                                              1.012e-01
## ModelDaytona                                                           2.032e-01
## ModelDB7                                                               8.061e-02
## ModelDB9                                                               7.354e-02
## ModelDB9 GT                                                            8.047e-02
## ModelDBS                                                               6.661e-02
## ModelDefender                                                          6.893e-02
## ModelDeVille                                                           4.163e-02
## ModelDiablo                                                            9.740e-02
## ModelDiamante                                                          1.284e-01
## ModelDiscovery                                                         5.048e-02
## ModelDiscovery Series II                                               5.746e-02
## ModelDiscovery Sport                                                   1.320e-01
## ModelDTS                                                               3.662e-02
## ModelDurango                                                           1.837e-01
## ModelDynasty                                                           2.050e-01
## ModelE-150                                                             9.687e-02
## ModelE-250                                                             1.137e-01
## ModelE-Class                                                           1.053e-01
## Modele-Golf                                                            2.201e-01
## ModelE-Series Van                                                      1.134e-01
## ModelE-Series Wagon                                                    9.664e-02
## ModelE55 AMG                                                           1.281e-01
## ModelECHO                                                              7.254e-02
## ModelEclipse                                                           1.284e-01
## ModelEclipse Spyder                                                    1.309e-01
## ModelEdge                                                              9.132e-02
## ModelEighty-Eight                                                      6.106e-02
## ModelEighty-Eight Royale                                               5.361e-02
## ModelElantra                                                           5.998e-02
## ModelElantra Coupe                                                     6.481e-02
## ModelElantra GT                                                        7.270e-02
## ModelElantra Touring                                                   6.197e-02
## ModelEldorado                                                          5.176e-02
## ModelElectra                                                           6.781e-02
## ModelElement                                                           7.191e-02
## ModelElise                                                             6.276e-02
## ModelEnclave                                                           6.609e-02
## ModelEncore                                                            6.328e-02
## ModelEndeavor                                                          1.219e-01
## ModelEntourage                                                         1.078e-01
## ModelEnvision                                                          6.860e-02
## ModelEnvoy                                                             3.945e-02
## ModelEnvoy XL                                                          4.121e-02
## ModelEnvoy XUV                                                         5.460e-02
## ModelEnzo                                                              1.246e-01
## ModelEos                                                               2.064e-01
## ModelEquator                                                           6.023e-02
## ModelEquinox                                                           8.257e-02
## ModelEquus                                                             9.263e-02
## ModelES 250                                                            1.096e-01
## ModelES 300                                                            7.615e-02
## ModelES 300h                                                           8.075e-02
## ModelES 330                                                            7.516e-02
## ModelES 350                                                            8.266e-02
## ModelEscalade                                                          4.226e-02
## ModelEscalade ESV                                                      4.160e-02
## ModelEscalade EXT                                                      1.510e-01
## ModelEscalade Hybrid                                                   5.566e-02
## ModelEscape                                                            9.259e-02
## ModelEscape Hybrid                                                     9.574e-02
## ModelEscort                                                            9.684e-02
## ModelEsprit                                                            1.034e-01
## ModelEsteem                                                            6.220e-02
## ModelEuroVan                                                           2.135e-01
## ModelEvora                                                             6.347e-02
## ModelEvora 400                                                         8.181e-02
## ModelEX                                                                1.478e-01
## ModelEX35                                                              1.483e-01
## ModelExcel                                                             6.931e-02
## ModelExige                                                                    NA
## ModelExpedition                                                        1.008e-01
## ModelExplorer                                                          9.356e-02
## ModelExplorer Sport                                                    9.914e-02
## ModelExplorer Sport Trac                                               8.633e-02
## ModelExpo                                                              1.204e-01
## ModelExpress                                                           7.567e-02
## ModelExpress Cargo                                                     1.286e-01
## ModelF-150                                                             9.683e-02
## ModelF-150 Heritage                                                    9.331e-02
## ModelF-150 SVT Lightning                                               1.115e-01
## ModelF-250                                                             9.235e-02
## ModelF12 Berlinetta                                                    1.041e-01
## ModelF430                                                              9.279e-02
## ModelFestiva                                                           1.082e-01
## ModelFF                                                                1.266e-01
## ModelFiesta                                                            1.006e-01
## ModelFirebird                                                          4.841e-02
## ModelFit                                                               5.043e-02
## ModelFit EV                                                            1.063e-01
## ModelFive Hundred                                                      9.437e-02
## ModelFJ Cruiser                                                        7.844e-02
## ModelFleetwood                                                         6.513e-02
## ModelFlex                                                              8.760e-02
## ModelFlying Spur                                                       1.100e-01
## ModelFocus                                                             1.030e-01
## ModelFocus RS                                                          1.472e-01
## ModelFocus ST                                                          1.195e-01
## ModelForenza                                                           5.888e-02
## ModelForester                                                          3.966e-02
## ModelForte                                                             6.222e-02
## ModelFox                                                               2.081e-01
## ModelFR-S                                                              4.544e-02
## ModelFreelander                                                        1.343e-01
## ModelFreestar                                                          6.326e-02
## ModelFreestyle                                                         8.216e-02
## ModelFrontier                                                          3.705e-02
## ModelFusion                                                            1.004e-01
## ModelFusion Hybrid                                                     1.074e-01
## ModelFX                                                                1.469e-01
## ModelFX35                                                              1.500e-01
## ModelFX45                                                              1.588e-01
## ModelFX50                                                              1.744e-01
## ModelG Convertible                                                     7.585e-02
## ModelG Coupe                                                           7.354e-02
## ModelG Sedan                                                           7.018e-02
## ModelG-Class                                                           1.192e-01
## ModelG20                                                               8.522e-02
## ModelG3                                                                9.233e-02
## ModelG35                                                               7.486e-02
## ModelG37                                                               7.394e-02
## ModelG37 Convertible                                                   8.511e-02
## ModelG37 Coupe                                                         7.967e-02
## ModelG37 Sedan                                                         8.181e-02
## ModelG5                                                                5.030e-02
## ModelG6                                                                3.976e-02
## ModelG8                                                                5.708e-02
## ModelG80                                                                      NA
## ModelGalant                                                            1.307e-01
## ModelGallardo                                                          4.320e-02
## ModelGenesis                                                           9.078e-02
## ModelGenesis Coupe                                                     6.257e-02
## ModelGhibli                                                            1.697e-01
## ModelGhost                                                             8.606e-02
## ModelGhost Series II                                                   9.635e-02
## ModelGL-Class                                                          1.291e-01
## ModelGLA-Class                                                         1.326e-01
## ModelGLC-Class                                                         1.367e-01
## ModelGLE-Class                                                         1.294e-01
## ModelGLE-Class Coupe                                                   1.360e-01
## ModelGLI                                                               2.046e-01
## ModelGLK-Class                                                         1.300e-01
## ModelGLS-Class                                                         1.367e-01
## ModelGolf                                                              2.042e-01
## ModelGolf Alltrack                                                     2.021e-01
## ModelGolf GTI                                                          2.040e-01
## ModelGolf R                                                            2.158e-01
## ModelGolf SportWagen                                                   2.043e-01
## ModelGrand Am                                                          4.534e-02
## ModelGrand Caravan                                                     1.952e-01
## ModelGrand Prix                                                        4.756e-02
## ModelGrand Vitara                                                      3.213e-02
## ModelGrand Voyager                                                     1.990e-01
## ModelGranSport                                                         1.745e-01
## ModelGranTurismo                                                       1.713e-01
## ModelGranTurismo Convertible                                           1.699e-01
## ModelGS 200t                                                           7.449e-02
## ModelGS 300                                                            6.954e-02
## ModelGS 350                                                            6.021e-02
## ModelGS 400                                                            8.501e-02
## ModelGS 430                                                            1.030e-01
## ModelGS 450h                                                           1.168e-01
## ModelGS 460                                                            8.141e-02
## ModelGS F                                                              1.035e-01
## ModelGT                                                                1.132e-01
## ModelGT-R                                                              5.547e-02
## ModelGTI                                                               2.039e-01
## ModelGTO                                                               7.460e-02
## ModelGX 460                                                            7.340e-02
## ModelGX 470                                                            1.063e-01
## ModelH3                                                                1.401e-01
## ModelH3T                                                                      NA
## ModelHHR                                                               7.848e-02
## ModelHighlander                                                        8.582e-02
## ModelHighlander Hybrid                                                 9.686e-02
## ModelHorizon                                                           2.179e-01
## ModelHR-V                                                              7.356e-02
## ModelHS 250h                                                           7.572e-02
## ModelHuracan                                                           5.876e-02
## Modeli-MiEV                                                            1.696e-01
## Modeli3                                                                1.000e-01
## ModelI30                                                               8.952e-02
## ModelI35                                                               9.077e-02
## ModeliA                                                                7.055e-02
## ModelILX                                                               9.058e-02
## ModelILX Hybrid                                                        1.091e-01
## ModeliM                                                                6.956e-02
## ModelImpala                                                            7.387e-02
## ModelImpala Limited                                                    7.931e-02
## ModelImperial                                                          2.062e-01
## ModelImpreza                                                           6.500e-02
## ModelImpreza WRX                                                       6.766e-02
## ModelInsight                                                           7.141e-02
## ModelIntegra                                                           9.345e-02
## ModelIntrepid                                                          1.987e-01
## ModelIntrigue                                                          6.065e-02
## ModeliQ                                                                6.092e-02
## ModelIS 200t                                                           1.031e-01
## ModelIS 250                                                            6.487e-02
## ModelIS 250 C                                                          7.306e-02
## ModelIS 300                                                            8.123e-02
## ModelIS 350                                                            6.673e-02
## ModelIS 350 C                                                          8.098e-02
## ModelIS F                                                              8.273e-02
## ModelJ30                                                               8.796e-02
## ModelJetta                                                             2.039e-01
## ModelJetta GLI                                                         2.042e-01
## ModelJetta Hybrid                                                      2.108e-01
## ModelJetta SportWagen                                                  2.037e-01
## ModelJimmy                                                             4.264e-02
## ModelJourney                                                           1.841e-01
## ModelJuke                                                              5.700e-02
## ModelJusty                                                             7.980e-02
## ModelJX                                                                1.689e-01
## ModelK900                                                              9.693e-02
## ModelKizashi                                                           6.026e-02
## ModelLaCrosse                                                          3.863e-02
## ModelLancer                                                            1.280e-01
## ModelLancer Evolution                                                  1.308e-01
## ModelLancer Sportback                                                  1.355e-01
## ModelLand Cruiser                                                      1.126e-01
## ModelLaser                                                             1.997e-01
## ModelLe Baron                                                          1.983e-01
## ModelLe Mans                                                           5.929e-02
## ModelLeaf                                                              8.750e-02
## ModelLegacy                                                            6.693e-02
## ModelLegend                                                            9.681e-02
## ModelLeSabre                                                           5.361e-02
## ModelLevante                                                           1.922e-01
## ModelLFA                                                               1.385e-01
## ModelLHS                                                               2.001e-01
## ModelLoyale                                                            8.021e-02
## ModelLR2                                                               1.325e-01
## ModelLR3                                                               5.908e-02
## ModelLR4                                                               4.429e-02
## ModelLS                                                                6.342e-02
## ModelLS 400                                                            8.591e-02
## ModelLS 430                                                            7.479e-02
## ModelLS 460                                                            6.229e-02
## ModelLS 600h L                                                         9.062e-02
## ModelLSS                                                               6.141e-02
## ModelLTD Crown Victoria                                                1.006e-01
## ModelLucerne                                                           3.936e-02
## ModelLumina                                                            9.473e-02
## ModelLumina Minivan                                                    1.294e-01
## ModelLX 450                                                            9.231e-02
## ModelLX 470                                                            8.005e-02
## ModelLX 570                                                            8.819e-02
## ModelM                                                                 5.540e-02
## ModelM-Class                                                           1.280e-01
## ModelM2                                                                9.184e-02
## ModelM3                                                                5.899e-02
## ModelM30                                                               9.463e-02
## ModelM35                                                               7.689e-02
## ModelM37                                                               9.100e-02
## ModelM4                                                                4.665e-02
## ModelM45                                                               8.030e-02
## ModelM5                                                                7.035e-02
## ModelM56                                                               9.031e-02
## ModelM6                                                                4.742e-02
## ModelM6 Gran Coupe                                                     6.062e-02
## ModelMacan                                                             1.349e-01
## ModelMagnum                                                            1.938e-01
## ModelMalibu                                                            7.585e-02
## ModelMalibu Classic                                                    9.123e-02
## ModelMalibu Hybrid                                                     1.041e-01
## ModelMalibu Limited                                                    9.429e-02
## ModelMalibu Maxx                                                       8.306e-02
## ModelMark LT                                                           6.377e-02
## ModelMark VII                                                          7.488e-02
## ModelMark VIII                                                         7.237e-02
## ModelMatrix                                                            6.884e-02
## ModelMaxima                                                            4.793e-02
## ModelMaybach                                                           8.382e-02
## ModelMazdaspeed 3                                                      8.940e-02
## ModelMazdaspeed 6                                                      7.422e-02
## ModelMazdaspeed MX-5 Miata                                             8.730e-02
## ModelMazdaspeed Protege                                                1.072e-01
## ModelMDX                                                               1.115e-01
## ModelMetris                                                            1.267e-01
## ModelMetro                                                             9.272e-02
## ModelMighty Max Pickup                                                 1.244e-01
## ModelMillenia                                                          6.923e-02
## ModelMirage                                                            1.304e-01
## ModelMirage G4                                                         1.366e-01
## ModelMKC                                                               1.423e-01
## ModelMKS                                                               6.251e-02
## ModelMKT                                                               1.433e-01
## ModelMKX                                                               1.421e-01
## ModelMKZ                                                               6.213e-02
## ModelMKZ Hybrid                                                        1.079e-01
## ModelML55 AMG                                                          1.455e-01
## ModelModel S                                                                  NA
## ModelMonaco                                                            2.069e-01
## ModelMontana                                                           8.344e-02
## ModelMontana SV6                                                       1.013e-01
## ModelMonte Carlo                                                       8.301e-02
## ModelMontero                                                           1.392e-01
## ModelMontero Sport                                                     1.262e-01
## ModelMP4-12C                                                                  NA
## ModelMPV                                                               9.928e-02
## ModelMR2                                                               8.917e-02
## ModelMR2 Spyder                                                        7.764e-02
## ModelMulsanne                                                          1.111e-01
## ModelMurano                                                            5.368e-02
## ModelMurano CrossCabriolet                                             7.561e-02
## ModelMurcielago                                                               NA
## ModelMustang                                                           1.000e-01
## ModelMustang SVT Cobra                                                 1.019e-01
## ModelMX-3                                                              8.969e-02
## ModelMX-5 Miata                                                        6.032e-02
## ModelMX-6                                                              8.390e-02
## ModelNavajo                                                            7.790e-02
## ModelNavigator                                                         6.651e-02
## ModelNeon                                                              1.932e-01
## ModelNew Beetle                                                        2.044e-01
## ModelNew Yorker                                                        2.031e-01
## ModelNinety-Eight                                                      7.516e-02
## ModelNitro                                                             1.856e-01
## ModelNSX                                                               8.739e-02
## ModelNV200                                                             9.026e-02
## ModelNX                                                                7.177e-02
## ModelNX 200t                                                           1.424e-01
## ModelNX 300h                                                           1.543e-01
## ModelOdyssey                                                           8.771e-02
## ModelOptima                                                            6.469e-02
## ModelOptima Hybrid                                                     7.907e-02
## ModelOutback                                                           4.134e-02
## ModelOutlander                                                         1.224e-01
## ModelOutlander Sport                                                   1.212e-01
## ModelPacifica                                                          1.834e-01
## ModelPanamera                                                                 NA
## ModelPark Avenue                                                       5.124e-02
## ModelPark Ward                                                         1.181e-01
## ModelPaseo                                                             8.685e-02
## ModelPassat                                                            2.039e-01
## ModelPassport                                                          6.113e-02
## ModelPathfinder                                                        5.409e-02
## ModelPhaeton                                                           2.328e-01
## ModelPhantom                                                           8.621e-02
## ModelPhantom Coupe                                                     9.634e-02
## ModelPhantom Drophead Coupe                                            9.658e-02
## ModelPickup                                                            7.811e-02
## ModelPilot                                                             7.113e-02
## ModelPrecis                                                            1.471e-01
## ModelPrelude                                                           6.132e-02
## ModelPrevia                                                            1.087e-01
## ModelPrius                                                             8.491e-02
## ModelPrius c                                                           8.651e-02
## ModelPrius Prime                                                       1.201e-01
## ModelPrius v                                                           7.859e-02
## ModelPrizm                                                             9.261e-02
## ModelProbe                                                             1.023e-01
## ModelProtege                                                           6.856e-02
## ModelProtege5                                                          8.538e-02
## ModelProwler                                                           1.961e-01
## ModelPT Cruiser                                                        1.885e-01
## ModelPulsar                                                            1.059e-01
## ModelQ3                                                                1.214e-01
## ModelQ40                                                               1.101e-01
## ModelQ45                                                               8.934e-02
## ModelQ5                                                                1.222e-01
## ModelQ50                                                               6.925e-02
## ModelQ60 Convertible                                                   7.891e-02
## ModelQ60 Coupe                                                         7.203e-02
## ModelQ7                                                                1.220e-01
## ModelQ70                                                               6.879e-02
## ModelQuattroporte                                                      1.681e-01
## ModelQuest                                                             8.453e-02
## ModelQX                                                                8.822e-02
## ModelQX4                                                               9.117e-02
## ModelQX50                                                              1.505e-01
## ModelQX56                                                              8.234e-02
## ModelQX60                                                              1.493e-01
## ModelQX70                                                              1.503e-01
## ModelQX80                                                              8.122e-02
## ModelR-Class                                                           1.281e-01
## ModelR32                                                               2.136e-01
## ModelR8                                                                1.771e-01
## ModelRabbit                                                            2.051e-01
## ModelRaider                                                            1.255e-01
## ModelRainier                                                           5.681e-02
## ModelRally Wagon                                                       7.139e-02
## ModelRAM 150                                                           2.019e-01
## ModelRAM 250                                                           2.024e-01
## ModelRam 50 Pickup                                                     2.023e-01
## ModelRam Cargo                                                         2.052e-01
## ModelRam Pickup 1500                                                   1.918e-01
## ModelRam Van                                                           2.072e-01
## ModelRam Wagon                                                         2.021e-01
## ModelRamcharger                                                        2.025e-01
## ModelRange Rover                                                       2.959e-02
## ModelRange Rover Evoque                                                1.295e-01
## ModelRange Rover Sport                                                        NA
## ModelRanger                                                            9.692e-02
## ModelRapide                                                            7.715e-02
## ModelRapide S                                                          8.164e-02
## ModelRAV4                                                              8.575e-02
## ModelRAV4 EV                                                           1.251e-01
## ModelRAV4 Hybrid                                                       1.017e-01
## ModelRC 200t                                                           8.259e-02
## ModelRC 300                                                            1.030e-01
## ModelRC 350                                                            6.469e-02
## ModelRC F                                                              8.299e-02
## ModelRDX                                                               1.126e-01
## ModelReatta                                                            7.373e-02
## ModelRegal                                                             3.584e-02
## ModelRegency                                                           9.952e-02
## ModelRendezvous                                                        8.089e-02
## ModelReno                                                              6.240e-02
## ModelRidgeline                                                         5.388e-02
## ModelRio                                                               6.337e-02
## ModelRiviera                                                           6.674e-02
## ModelRL                                                                9.058e-02
## ModelRLX                                                               9.082e-02
## ModelRoadmaster                                                        5.641e-02
## ModelRogue                                                             5.519e-02
## ModelRogue Select                                                      6.641e-02
## ModelRondo                                                             6.544e-02
## ModelRoutan                                                            2.071e-01
## ModelRS 4                                                              1.866e-01
## ModelRS 5                                                              1.817e-01
## ModelRS 7                                                              1.962e-01
## ModelRSX                                                               9.608e-02
## ModelRX 300                                                            1.471e-01
## ModelRX 330                                                            1.465e-01
## ModelRX 350                                                            1.430e-01
## ModelRX 400h                                                           1.523e-01
## ModelRX 450h                                                           1.519e-01
## ModelRX-7                                                              1.185e-01
## ModelRX-8                                                              6.615e-02
## ModelS-10                                                              8.195e-02
## ModelS-10 Blazer                                                       8.887e-02
## ModelS-15                                                              6.198e-02
## ModelS-15 Jimmy                                                        5.611e-02
## ModelS-Class                                                           1.068e-01
## ModelS2000                                                                    NA
## ModelS3                                                                1.790e-01
## ModelS4                                                                1.782e-01
## ModelS40                                                               1.366e-01
## ModelS5                                                                1.798e-01
## ModelS6                                                                1.803e-01
## ModelS60                                                               1.322e-01
## ModelS60 Cross Country                                                 1.574e-01
## ModelS7                                                                1.827e-01
## ModelS70                                                               1.360e-01
## ModelS8                                                                1.809e-01
## ModelS80                                                               1.351e-01
## ModelS90                                                               1.361e-01
## ModelSafari                                                            9.442e-02
## ModelSafari Cargo                                                      9.975e-02
## ModelSamurai                                                           8.314e-02
## ModelSanta Fe                                                          7.984e-02
## ModelSanta Fe Sport                                                    8.019e-02
## ModelSavana                                                            4.853e-02
## ModelSavana Cargo                                                      7.760e-02
## ModelSC 300                                                            1.061e-01
## ModelSC 400                                                            8.547e-02
## ModelSC 430                                                                   NA
## ModelScoupe                                                            6.897e-02
## ModelSebring                                                           1.871e-01
## ModelSedona                                                            6.950e-02
## ModelSentra                                                            4.453e-02
## ModelSephia                                                            7.201e-02
## ModelSequoia                                                           7.457e-02
## ModelSeville                                                           6.879e-02
## ModelShadow                                                            2.018e-01
## ModelShelby GT350                                                      1.079e-01
## ModelShelby GT500                                                      1.064e-01
## ModelSidekick                                                          6.070e-02
## ModelSienna                                                            9.854e-02
## ModelSierra 1500                                                       3.636e-02
## ModelSierra 1500 Classic                                               4.253e-02
## ModelSierra 1500 Hybrid                                                5.929e-02
## ModelSierra 1500HD                                                     5.659e-02
## ModelSierra Classic 1500                                               7.068e-02
## ModelSilhouette                                                        9.123e-02
## ModelSilver Seraph                                                     1.185e-01
## ModelSilverado 1500                                                    6.807e-02
## ModelSilverado 1500 Classic                                            7.516e-02
## ModelSilverado 1500 Hybrid                                             8.333e-02
## ModelSixty Special                                                     9.822e-02
## ModelSkylark                                                           5.344e-02
## ModelSL-Class                                                          1.073e-01
## ModelSLC-Class                                                         1.212e-01
## ModelSLK-Class                                                         1.084e-01
## ModelSLR McLaren                                                       7.751e-02
## ModelSLS AMG                                                           6.723e-02
## ModelSLS AMG GT                                                               NA
## ModelSLX                                                               1.028e-01
## ModelSolstice                                                          4.234e-02
## ModelSonata                                                            5.803e-02
## ModelSonata Hybrid                                                     7.564e-02
## ModelSonic                                                             7.346e-02
## ModelSonoma                                                            4.977e-02
## ModelSorento                                                           3.089e-02
## ModelSoul                                                              6.352e-02
## ModelSoul EV                                                           1.026e-01
## ModelSpark                                                             7.632e-02
## ModelSpark EV                                                          1.072e-01
## ModelSpectra                                                           6.331e-02
## ModelSpirit                                                            2.047e-01
## ModelSportage                                                                 NA
## ModelSportvan                                                          9.841e-02
## ModelSpyder                                                            1.727e-01
## ModelSQ5                                                               1.342e-01
## ModelSRT Viper                                                         2.116e-01
## ModelSRX                                                               1.319e-01
## ModelSS                                                                8.741e-02
## ModelSSR                                                               9.909e-02
## ModelStanza                                                            7.139e-02
## ModelStealth                                                           2.016e-01
## ModelStratus                                                           1.953e-01
## ModelSTS                                                               3.649e-02
## ModelSTS-V                                                             5.796e-02
## ModelSuburban                                                          5.264e-02
## ModelSunbird                                                           5.371e-02
## ModelSundance                                                          1.991e-01
## ModelSunfire                                                           5.297e-02
## ModelSuperamerica                                                             NA
## ModelSupersports Convertible ISR                                       1.504e-01
## ModelSupra                                                             8.152e-02
## ModelSVX                                                               7.901e-02
## ModelSwift                                                             7.239e-02
## ModelSX4                                                               6.441e-02
## ModelSyclone                                                           1.050e-01
## ModelT100                                                              8.042e-02
## ModelTacoma                                                            6.582e-02
## ModelTahoe                                                             6.533e-02
## ModelTahoe Hybrid                                                      8.967e-02
## ModelTahoe Limited/Z71                                                 1.183e-01
## ModelTaurus                                                            9.932e-02
## ModelTaurus X                                                          8.603e-02
## ModeltC                                                                4.285e-02
## ModelTC                                                                2.183e-01
## ModelTempo                                                             1.009e-01
## ModelTercel                                                            7.754e-02
## ModelTerrain                                                           5.639e-02
## ModelTerraza                                                           8.673e-02
## ModelThunderbird                                                       1.005e-01
## ModelTiburon                                                           5.900e-02
## ModelTiguan                                                            1.971e-01
## ModelTitan                                                             4.142e-02
## ModelTL                                                                8.825e-02
## ModelTLX                                                               8.888e-02
## ModelToronado                                                                 NA
## ModelTorrent                                                           7.636e-02
## ModelTouareg                                                           1.980e-01
## ModelTouareg 2                                                         1.932e-01
## ModelTown and Country                                                  1.892e-01
## ModelTown Car                                                                 NA
## ModelTracker                                                           7.956e-02
## ModelTrailBlazer                                                       7.175e-02
## ModelTrailBlazer EXT                                                   7.728e-02
## ModelTrans Sport                                                       9.024e-02
## ModelTransit Connect                                                   6.262e-02
## ModelTransit Wagon                                                     9.567e-02
## ModelTraverse                                                          8.142e-02
## ModelTrax                                                              8.204e-02
## ModelTribeca                                                           5.268e-02
## ModelTribute                                                           6.839e-02
## ModelTribute Hybrid                                                    8.212e-02
## ModelTruck                                                             5.253e-02
## ModelTSX                                                               8.996e-02
## ModelTSX Sport Wagon                                                   9.297e-02
## ModelTT                                                                1.793e-01
## ModelTT RS                                                             1.865e-01
## ModelTTS                                                               1.820e-01
## ModelTucson                                                            8.045e-02
## ModelTundra                                                            6.812e-02
## ModelTyphoon                                                           8.184e-02
## ModelUplander                                                          1.097e-01
## ModelV12 Vanquish                                                      8.429e-02
## ModelV12 Vantage                                                       7.658e-02
## ModelV12 Vantage S                                                     8.149e-02
## ModelV40                                                               1.394e-01
## ModelV50                                                               1.371e-01
## ModelV60                                                               1.321e-01
## ModelV60 Cross Country                                                 5.485e-02
## ModelV70                                                               1.384e-01
## ModelV8                                                                1.865e-01
## ModelV8 Vantage                                                        6.662e-02
## ModelV90                                                               1.602e-01
## ModelVan                                                               1.128e-01
## ModelVanagon                                                           2.113e-01
## ModelVandura                                                           8.673e-02
## ModelVanquish                                                          6.985e-02
## ModelVanwagon                                                                 NA
## ModelVeloster                                                          6.392e-02
## ModelVenture                                                           1.119e-01
## ModelVenza                                                             8.104e-02
## ModelVeracruz                                                          8.014e-02
## ModelVerano                                                                   NA
## ModelVerona                                                            6.954e-02
## ModelVersa                                                             4.682e-02
## ModelVersa Note                                                        4.739e-02
## ModelVeyron 16.4                                                              NA
## ModelVibe                                                                     NA
## ModelVigor                                                             1.007e-01
## ModelViper                                                             1.942e-01
## ModelVirage                                                                   NA
## ModelVitara                                                            5.788e-02
## ModelVoyager                                                           1.959e-01
## ModelWindstar                                                          6.255e-02
## ModelWindstar Cargo                                                           NA
## ModelWraith                                                                   NA
## ModelWRX                                                               6.598e-02
## ModelX-90                                                              6.902e-02
## ModelX1                                                                1.359e-01
## ModelX3                                                                1.339e-01
## ModelX4                                                                1.361e-01
## ModelX5                                                                1.332e-01
## ModelX5 M                                                              1.429e-01
## ModelX6                                                                1.348e-01
## ModelX6 M                                                              1.429e-01
## ModelxA                                                                5.085e-02
## ModelxB                                                                4.524e-02
## ModelXC                                                                9.840e-02
## ModelXC60                                                              2.904e-02
## ModelXC70                                                              4.389e-02
## ModelXC90                                                                     NA
## ModelxD                                                                       NA
## ModelXG300                                                             1.021e-01
## ModelXG350                                                                    NA
## ModelXL-7                                                              5.218e-02
## ModelXL7                                                                      NA
## ModelXLR                                                               4.758e-02
## ModelXLR-V                                                             5.465e-02
## ModelXT                                                                9.084e-02
## ModelXT5                                                               1.375e-01
## ModelXterra                                                                   NA
## ModelXTS                                                                      NA
## ModelXV Crosstrek                                                             NA
## ModelYaris                                                             6.601e-02
## ModelYaris iA                                                                 NA
## ModelYukon                                                             3.142e-02
## ModelYukon Denali                                                      1.130e-01
## ModelYukon Hybrid                                                      7.601e-02
## ModelYukon XL                                                                 NA
## ModelZ3                                                                5.027e-02
## ModelZ4                                                                4.009e-02
## ModelZ4 M                                                              6.873e-02
## ModelZ8                                                                1.162e-01
## ModelZDX                                                                      NA
## Year1991                                                               1.704e-02
## Year1992                                                               2.054e-02
## Year1993                                                               2.151e-02
## Year1994                                                               2.362e-02
## Year1995                                                               2.665e-02
## Year1996                                                               2.941e-02
## Year1997                                                               3.042e-02
## Year1998                                                               3.194e-02
## Year1999                                                               3.423e-02
## Year2000                                                               3.586e-02
## Year2001                                                               3.784e-02
## Year2002                                                               3.893e-02
## Year2003                                                               3.957e-02
## Year2004                                                               4.018e-02
## Year2005                                                               4.075e-02
## Year2006                                                               4.176e-02
## Year2007                                                               4.257e-02
## Year2008                                                               4.293e-02
## Year2009                                                               4.332e-02
## Year2010                                                               4.368e-02
## Year2011                                                               4.400e-02
## Year2012                                                               4.421e-02
## Year2013                                                               4.456e-02
## Year2014                                                               4.467e-02
## Year2015                                                               4.473e-02
## Year2016                                                               4.476e-02
## Year2017                                                               4.477e-02
## Engine.Fuel.Typediesel                                                 6.992e-02
## Engine.Fuel.Typeelectric                                               1.411e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)           7.877e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)              7.247e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                               6.529e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                       8.026e-02
## Engine.Fuel.Typenatural gas                                            1.096e-01
## Engine.Fuel.Typepremium unleaded (recommended)                         6.509e-02
## Engine.Fuel.Typepremium unleaded (required)                            6.531e-02
## Engine.Fuel.Typeregular unleaded                                       6.470e-02
## Engine.HP                                                              5.073e-05
## Engine.Cylinders                                                       2.623e-03
## Transmission.TypeAUTOMATIC                                             7.379e-03
## Transmission.TypeDIRECT_DRIVE                                          7.588e-02
## Transmission.TypeMANUAL                                                6.883e-03
## Transmission.TypeUNKNOWN                                               2.697e-02
## Driven_Wheelsfour wheel drive                                          6.574e-03
## Driven_Wheelsfront wheel drive                                         4.484e-03
## Driven_Wheelsrear wheel drive                                          5.598e-03
## Number.of.Doors2                                                       5.155e-02
## Number.of.Doors3                                                       5.337e-02
## Number.of.Doors4                                                       4.983e-02
## Market.CategoryCrossover,Diesel                                        7.217e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                1.236e-01
## Market.CategoryCrossover,Exotic,Luxury,Performance                            NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance         1.034e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance              1.217e-01
## Market.CategoryCrossover,Factory Tuner,Performance                     6.701e-02
## Market.CategoryCrossover,Flex Fuel                                     2.465e-02
## Market.CategoryCrossover,Flex Fuel,Luxury                              1.137e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                  1.352e-01
## Market.CategoryCrossover,Flex Fuel,Performance                         4.692e-02
## Market.CategoryCrossover,Hatchback                                     5.908e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance           7.704e-02
## Market.CategoryCrossover,Hatchback,Luxury                                     NA
## Market.CategoryCrossover,Hatchback,Performance                         7.667e-02
## Market.CategoryCrossover,Hybrid                                        3.156e-02
## Market.CategoryCrossover,Luxury                                        9.983e-02
## Market.CategoryCrossover,Luxury,Diesel                                 1.009e-01
## Market.CategoryCrossover,Luxury,High-Performance                       1.076e-01
## Market.CategoryCrossover,Luxury,Hybrid                                 1.110e-01
## Market.CategoryCrossover,Luxury,Performance                            1.003e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid                            NA
## Market.CategoryCrossover,Performance                                   1.685e-02
## Market.CategoryDiesel                                                  4.869e-02
## Market.CategoryDiesel,Luxury                                           8.152e-02
## Market.CategoryExotic,Factory Tuner,High-Performance                   5.232e-02
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance            5.354e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                 1.014e-01
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance  9.558e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                7.424e-02
## Market.CategoryExotic,High-Performance                                 4.567e-02
## Market.CategoryExotic,Luxury                                           5.715e-02
## Market.CategoryExotic,Luxury,High-Performance                          5.343e-02
## Market.CategoryExotic,Luxury,Performance                                      NA
## Market.CategoryExotic,Performance                                             NA
## Market.CategoryFactory Tuner,High-Performance                          4.780e-02
## Market.CategoryFactory Tuner,Luxury,High-Performance                   7.710e-02
## Market.CategoryFactory Tuner,Luxury,Performance                        8.092e-02
## Market.CategoryFactory Tuner,Performance                               4.754e-02
## Market.CategoryFlex Fuel                                               4.536e-02
## Market.CategoryFlex Fuel,Diesel                                        5.667e-02
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance         1.198e-01
## Market.CategoryFlex Fuel,Hybrid                                        8.033e-02
## Market.CategoryFlex Fuel,Luxury                                        8.115e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance                       7.979e-02
## Market.CategoryFlex Fuel,Luxury,Performance                            7.948e-02
## Market.CategoryFlex Fuel,Performance                                   4.821e-02
## Market.CategoryFlex Fuel,Performance,Hybrid                            8.063e-02
## Market.CategoryHatchback                                               4.911e-02
## Market.CategoryHatchback,Diesel                                        6.201e-02
## Market.CategoryHatchback,Factory Tuner,High-Performance                8.229e-02
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance              8.855e-02
## Market.CategoryHatchback,Factory Tuner,Performance                     5.666e-02
## Market.CategoryHatchback,Flex Fuel                                     6.840e-02
## Market.CategoryHatchback,Hybrid                                               NA
## Market.CategoryHatchback,Luxury                                        8.230e-02
## Market.CategoryHatchback,Luxury,Hybrid                                        NA
## Market.CategoryHatchback,Luxury,Performance                            8.233e-02
## Market.CategoryHatchback,Performance                                   5.016e-02
## Market.CategoryHigh-Performance                                        4.786e-02
## Market.CategoryHybrid                                                  5.728e-02
## Market.CategoryLuxury                                                  7.565e-02
## Market.CategoryLuxury,High-Performance                                 7.636e-02
## Market.CategoryLuxury,High-Performance,Hybrid                          8.406e-02
## Market.CategoryLuxury,Hybrid                                           7.952e-02
## Market.CategoryLuxury,Performance                                      7.595e-02
## Market.CategoryLuxury,Performance,Hybrid                               1.183e-01
## Market.CategoryN/A                                                     4.459e-02
## Market.CategoryPerformance                                             4.535e-02
## Vehicle.SizeLarge                                                      1.534e-02
## Vehicle.SizeMidsize                                                    1.042e-02
## Vehicle.Style2dr SUV                                                   3.084e-02
## Vehicle.Style4dr Hatchback                                             1.688e-02
## Vehicle.Style4dr SUV                                                   2.820e-02
## Vehicle.StyleCargo Minivan                                             7.234e-02
## Vehicle.StyleCargo Van                                                 6.031e-02
## Vehicle.StyleConvertible                                               1.830e-02
## Vehicle.StyleConvertible SUV                                                  NA
## Vehicle.StyleCoupe                                                     1.795e-02
## Vehicle.StyleCrew Cab Pickup                                           1.290e-02
## Vehicle.StyleExtended Cab Pickup                                       1.123e-02
## Vehicle.StylePassenger Minivan                                         6.953e-02
## Vehicle.StylePassenger Van                                                    NA
## Vehicle.StyleRegular Cab Pickup                                               NA
## Vehicle.StyleSedan                                                     1.004e-02
## Vehicle.StyleWagon                                                            NA
## highway.MPG                                                            2.742e-04
## city.mpg                                                               1.058e-03
## Popularity                                                                    NA
##                                                                       t value
## (Intercept)                                                            74.947
## MakeAlfa Romeo                                                          2.010
## MakeAston Martin                                                        8.614
## MakeAudi                                                               -3.471
## MakeBentley                                                            18.164
## MakeBMW                                                                -2.673
## MakeBugatti                                                            22.670
## MakeBuick                                                              -7.950
## MakeCadillac                                                            0.129
## MakeChevrolet                                                           4.235
## MakeChrysler                                                           -3.451
## MakeDodge                                                              -2.985
## MakeFerrari                                                             9.304
## MakeFIAT                                                               -9.435
## MakeFord                                                               -4.331
## MakeGenesis                                                            -2.211
## MakeGMC                                                                 0.129
## MakeHonda                                                              -4.000
## MakeHUMMER                                                             -6.810
## MakeHyundai                                                            -4.596
## MakeInfiniti                                                           -2.086
## MakeKia                                                                -8.962
## MakeLamborghini                                                        14.551
## MakeLand Rover                                                          1.648
## MakeLexus                                                               2.192
## MakeLincoln                                                             1.028
## MakeLotus                                                               1.986
## MakeMaserati                                                            3.436
## MakeMaybach                                                            25.619
## MakeMazda                                                             -10.662
## MakeMcLaren                                                             8.300
## MakeMercedes-Benz                                                      11.202
## MakeMitsubishi                                                         -1.441
## MakeNissan                                                             -7.289
## MakeOldsmobile                                                         -5.333
## MakePlymouth                                                           -2.832
## MakePontiac                                                            -9.402
## MakePorsche                                                             5.690
## MakeRolls-Royce                                                        14.021
## MakeSaab                                                               -6.280
## MakeScion                                                             -10.725
## MakeSpyker                                                             11.735
## MakeSubaru                                                             -9.343
## MakeSuzuki                                                             -8.236
## MakeTesla                                                               2.203
## MakeToyota                                                             -8.556
## MakeVolkswagen                                                         -2.830
## MakeVolvo                                                              -3.309
## Model100                                                                1.028
## Model124 Spider                                                        -0.751
## Model190-Class                                                        -10.244
## Model2                                                                  1.587
## Model2 Series                                                          -3.219
## Model200                                                                0.790
## Model200SX                                                              1.378
## Model240                                                                0.837
## Model240SX                                                             11.231
## Model3                                                                  4.262
## Model3 Series                                                           1.933
## Model3 Series Gran Turismo                                              0.297
## Model300                                                                1.543
## Model300-Class                                                        -11.253
## Model3000GT                                                             2.823
## Model300M                                                               1.631
## Model300ZX                                                              4.659
## Model323                                                                7.410
## Model350-Class                                                        -10.615
## Model350Z                                                               3.547
## Model360                                                               -2.788
## Model370Z                                                               1.690
## Model4 Series                                                           4.165
## Model4 Series Gran Coupe                                                3.234
## Model400-Class                                                         -9.238
## Model420-Class                                                        -10.702
## Model456M                                                               0.637
## Model458 Italia                                                        -1.792
## Model4C                                                                    NA
## Model4Runner                                                            7.550
## Model5                                                                  2.963
## Model5 Series                                                           6.695
## Model5 Series Gran Turismo                                              3.918
## Model500                                                               -2.043
## Model500-Class                                                         -9.117
## Model500e                                                               0.352
## Model500L                                                              -1.072
## Model500X                                                                  NA
## Model550                                                                0.289
## Model560-Class                                                        -11.159
## Model57                                                                -2.517
## Model575M                                                              -0.795
## Model599                                                                0.596
## Model6                                                                  6.366
## Model6 Series                                                          15.461
## Model6 Series Gran Coupe                                               13.439
## Model600-Class                                                        -10.406
## Model6000                                                               4.739
## Model612 Scaglietti                                                     0.795
## Model62                                                                    NA
## Model626                                                                5.988
## Model7 Series                                                          15.515
## Model718 Cayman                                                        -5.559
## Model740                                                                0.406
## Model760                                                                0.009
## Model780                                                               -0.379
## Model8 Series                                                          11.267
## Model80                                                                 1.392
## Model850                                                               -1.038
## Model86                                                                 1.724
## Model9-2X                                                               2.982
## Model9-3                                                                8.925
## Model9-3 Griffin                                                        6.932
## Model9-4X                                                               0.815
## Model9-5                                                                9.118
## Model9-7X                                                               8.152
## Model90                                                                 0.942
## Model900                                                                1.041
## Model9000                                                                  NA
## Model911                                                                1.581
## Model928                                                                2.670
## Model929                                                                3.651
## Model940                                                                0.189
## Model944                                                               -8.480
## Model960                                                               -0.848
## Model968                                                               -3.926
## ModelA3                                                                 1.948
## ModelA4                                                                 2.408
## ModelA4 allroad                                                         2.392
## ModelA5                                                                 2.541
## ModelA6                                                                 3.498
## ModelA7                                                                 4.182
## ModelA8                                                                 4.771
## ModelAcadia                                                            -3.953
## ModelAcadia Limited                                                    -1.323
## ModelAccent                                                            -7.669
## ModelAcclaim                                                            1.254
## ModelAccord                                                            -2.768
## ModelAccord Crosstour                                                  -0.549
## ModelAccord Hybrid                                                     -2.573
## ModelAccord Plug-In Hybrid                                              0.824
## ModelAchieva                                                           -0.739
## ModelActiveHybrid 5                                                     3.048
## ModelActiveHybrid 7                                                     5.923
## ModelActiveHybrid X6                                                    4.700
## ModelAerio                                                             -5.536
## ModelAerostar                                                          -0.387
## ModelAlero                                                             -0.544
## ModelAllante                                                           -8.244
## Modelallroad                                                            2.724
## Modelallroad quattro                                                    1.112
## ModelAlpina                                                             8.219
## ModelALPINA B6 Gran Coupe                                               7.249
## ModelALPINA B7                                                         13.520
## ModelAltima                                                             0.213
## ModelAltima Hybrid                                                     -0.497
## ModelAmanti                                                             0.291
## ModelAMG GT                                                            -5.602
## ModelArmada                                                            11.142
## ModelArnage                                                            -3.306
## ModelAspen                                                              1.743
## ModelAspire                                                             1.403
## ModelAstro                                                             -6.666
## ModelAstro Cargo                                                       -6.192
## ModelATS                                                               -8.113
## ModelATS Coupe                                                         -6.009
## ModelATS-V                                                             -3.685
## ModelAurora                                                             3.893
## ModelAvalanche                                                         -9.081
## ModelAvalon                                                             6.926
## ModelAvalon Hybrid                                                      6.280
## ModelAvenger                                                           -0.229
## ModelAventador                                                          0.190
## ModelAveo                                                             -15.807
## ModelAviator                                                           -1.590
## ModelAxxess                                                             1.239
## ModelAzera                                                              0.340
## ModelAztek                                                              2.668
## ModelAzure                                                             -0.961
## ModelB-Class Electric Drive                                           -11.345
## ModelB-Series                                                           3.612
## ModelB-Series Pickup                                                    9.649
## ModelB-Series Truck                                                     4.347
## ModelB9 Tribeca                                                         8.023
## ModelBaja                                                              -1.188
## ModelBeetle                                                             0.482
## ModelBeetle Convertible                                                 0.370
## ModelBeretta                                                           -8.058
## ModelBlack Diamond Avalanche                                           -8.417
## ModelBlackwood                                                         -0.696
## ModelBlazer                                                            -8.678
## ModelBolt EV                                                           -7.920
## ModelBonneville                                                         7.920
## ModelBorrego                                                            0.996
## ModelBoxster                                                          -10.376
## ModelBravada                                                            4.397
## ModelBreeze                                                             0.177
## ModelBronco                                                             2.628
## ModelBronco II                                                          1.622
## ModelBrooklands                                                        -0.471
## ModelBrougham                                                          -6.865
## ModelBRZ                                                                0.783
## ModelC-Class                                                          -10.110
## ModelC-Max Hybrid                                                      -2.625
## ModelC/K 1500 Series                                                   -7.170
## ModelC/K 2500 Series                                                   -6.576
## ModelC30                                                               -0.911
## ModelC36 AMG                                                           -7.505
## ModelC43 AMG                                                           -7.082
## ModelC70                                                                1.249
## ModelC8                                                                    NA
## ModelCabrio                                                             0.628
## ModelCabriolet                                                          1.244
## ModelCadenza                                                            2.281
## ModelCaliber                                                           -0.309
## ModelCalifornia                                                        -3.805
## ModelCalifornia T                                                      -4.262
## ModelCamaro                                                           -12.940
## ModelCamry                                                              4.454
## ModelCamry Hybrid                                                       2.169
## ModelCamry Solara                                                       4.675
## ModelCanyon                                                           -14.076
## ModelCaprice                                                          -10.159
## ModelCaptiva Sport                                                     -9.194
## ModelCaravan                                                            0.325
## ModelCarrera GT                                                         9.674
## ModelCascada                                                            3.195
## ModelCatera                                                            -9.395
## ModelCavalier                                                         -13.495
## ModelCayenne                                                           -4.565
## ModelCayman                                                            -7.507
## ModelCayman S                                                          -2.016
## ModelCC                                                                 1.576
## ModelCelebrity                                                         -6.312
## ModelCelica                                                             3.882
## ModelCentury                                                            1.283
## ModelChallenger                                                        -0.134
## ModelCharger                                                           -0.002
## ModelChevy Van                                                         -8.227
## ModelCiera                                                             -0.127
## ModelCirrus                                                             0.533
## ModelCity Express                                                      -7.375
## ModelCivic                                                             -6.560
## ModelCivic CRX                                                          1.381
## ModelCivic del Sol                                                     -0.602
## ModelCL                                                                -2.767
## ModelCL-Class                                                          -2.459
## ModelCLA-Class                                                        -11.231
## ModelClassic                                                           -8.693
## ModelCLK-Class                                                         -7.683
## ModelCLS-Class                                                         -7.017
## ModelCobalt                                                           -14.585
## ModelColorado                                                         -14.167
## ModelColt                                                               1.521
## ModelConcorde                                                           1.135
## ModelContinental                                                        0.800
## ModelContinental Flying Spur                                           -6.567
## ModelContinental Flying Spur Speed                                     -6.281
## ModelContinental GT                                                    -7.436
## ModelContinental GT Speed                                              -6.508
## ModelContinental GT Speed Convertible                                  -5.451
## ModelContinental GTC                                                   -7.039
## ModelContinental GTC Speed                                             -4.938
## ModelContinental Supersports                                           -4.014
## ModelContinental Supersports Convertible                               -4.423
## ModelContour                                                           -0.982
## ModelContour SVT                                                        0.024
## ModelCorniche                                                           6.208
## ModelCorolla                                                            2.320
## ModelCorolla iM                                                         0.734
## ModelCorrado                                                            0.826
## ModelCorsica                                                           -6.784
## ModelCorvette                                                          -7.186
## ModelCorvette Stingray                                                 -7.037
## ModelCoupe                                                             -0.364
## ModelCR-V                                                              -1.407
## ModelCR-Z                                                              -2.546
## ModelCressida                                                           3.094
## ModelCrossfire                                                          2.402
## ModelCrosstour                                                         -0.858
## ModelCrosstrek                                                          0.041
## ModelCrown Victoria                                                     0.598
## ModelCruze                                                            -13.633
## ModelCruze Limited                                                    -13.237
## ModelCT 200h                                                           -3.786
## ModelCT6                                                                3.588
## ModelCTS                                                               -0.668
## ModelCTS Coupe                                                         -5.077
## ModelCTS Wagon                                                         -3.227
## ModelCTS-V                                                             -2.956
## ModelCTS-V Coupe                                                       -4.052
## ModelCTS-V Wagon                                                       -2.580
## ModelCube                                                              -3.632
## ModelCustom Cruiser                                                    -0.039
## ModelCutlass                                                           -1.505
## ModelCutlass Calais                                                     2.791
## ModelCutlass Ciera                                                      1.829
## ModelCutlass Supreme                                                   -0.658
## ModelCX-3                                                               4.319
## ModelCX-5                                                               5.758
## ModelCX-7                                                               6.330
## ModelCX-9                                                               7.494
## ModelDakota                                                             0.301
## ModelDart                                                              -0.328
## ModelDawn                                                               0.829
## ModelDaytona                                                            1.227
## ModelDB7                                                               -1.568
## ModelDB9                                                               -2.479
## ModelDB9 GT                                                            -1.558
## ModelDBS                                                                3.728
## ModelDefender                                                          31.320
## ModelDeVille                                                            2.714
## ModelDiablo                                                             1.243
## ModelDiamante                                                          -0.986
## ModelDiscovery                                                         -3.888
## ModelDiscovery Series II                                               -3.348
## ModelDiscovery Sport                                                   -4.972
## ModelDTS                                                                2.321
## ModelDurango                                                            1.319
## ModelDynasty                                                            1.289
## ModelE-150                                                             -0.951
## ModelE-250                                                             -1.080
## ModelE-Class                                                           -8.349
## Modele-Golf                                                            -0.252
## ModelE-Series Van                                                       0.700
## ModelE-Series Wagon                                                     1.875
## ModelE55 AMG                                                           -6.537
## ModelECHO                                                              -3.316
## ModelEclipse                                                           -2.376
## ModelEclipse Spyder                                                    -2.223
## ModelEdge                                                               0.523
## ModelEighty-Eight                                                      -3.036
## ModelEighty-Eight Royale                                               -0.218
## ModelElantra                                                           -4.520
## ModelElantra Coupe                                                     -4.472
## ModelElantra GT                                                        -5.934
## ModelElantra Touring                                                   -4.910
## ModelEldorado                                                          -3.786
## ModelElectra                                                            2.259
## ModelElement                                                           -2.413
## ModelElise                                                             -4.963
## ModelEnclave                                                            6.815
## ModelEncore                                                             2.820
## ModelEndeavor                                                          -1.399
## ModelEntourage                                                         -0.786
## ModelEnvision                                                           5.853
## ModelEnvoy                                                             -6.537
## ModelEnvoy XL                                                          -5.308
## ModelEnvoy XUV                                                         -4.462
## ModelEnzo                                                               5.849
## ModelEos                                                                1.409
## ModelEquator                                                           -4.023
## ModelEquinox                                                           -9.715
## ModelEquus                                                              3.811
## ModelES 250                                                            -5.026
## ModelES 300                                                            -4.357
## ModelES 300h                                                           -3.591
## ModelES 330                                                            -4.932
## ModelES 350                                                            -5.075
## ModelEscalade                                                           4.581
## ModelEscalade ESV                                                       5.859
## ModelEscalade EXT                                                      -3.604
## ModelEscalade Hybrid                                                    6.933
## ModelEscape                                                            -0.381
## ModelEscape Hybrid                                                      0.804
## ModelEscort                                                            -3.711
## ModelEsprit                                                             1.879
## ModelEsteem                                                            -4.073
## ModelEuroVan                                                            1.248
## ModelEvora                                                             -1.268
## ModelEvora 400                                                         -0.380
## ModelEX                                                                -2.763
## ModelEX35                                                              -2.763
## ModelExcel                                                              2.780
## ModelExige                                                                 NA
## ModelExpedition                                                         3.933
## ModelExplorer                                                           0.240
## ModelExplorer Sport                                                     1.438
## ModelExplorer Sport Trac                                               -1.850
## ModelExpo                                                              -1.353
## ModelExpress                                                           -9.296
## ModelExpress Cargo                                                     -6.082
## ModelF-150                                                              0.030
## ModelF-150 Heritage                                                    -0.404
## ModelF-150 SVT Lightning                                                3.623
## ModelF-250                                                              2.017
## ModelF12 Berlinetta                                                    -2.119
## ModelF430                                                              -2.145
## ModelFestiva                                                            2.287
## ModelFF                                                                -2.166
## ModelFiesta                                                            -3.965
## ModelFirebird                                                           7.166
## ModelFit                                                               -8.685
## ModelFit EV                                                            -0.251
## ModelFive Hundred                                                      -0.347
## ModelFJ Cruiser                                                         3.994
## ModelFleetwood                                                         -9.542
## ModelFlex                                                              -0.790
## ModelFlying Spur                                                       -6.820
## ModelFocus                                                             -2.056
## ModelFocus RS                                                          -2.015
## ModelFocus ST                                                          -2.957
## ModelForenza                                                           -5.200
## ModelForester                                                           2.301
## ModelForte                                                             -4.021
## ModelFox                                                                1.817
## ModelFR-S                                                               5.432
## ModelFreelander                                                        -5.700
## ModelFreestar                                                           0.909
## ModelFreestyle                                                          0.325
## ModelFrontier                                                          -4.561
## ModelFusion                                                            -0.710
## ModelFusion Hybrid                                                     -1.612
## ModelFX                                                                -1.413
## ModelFX35                                                              -1.414
## ModelFX45                                                              -0.523
## ModelFX50                                                              -1.746
## ModelG Convertible                                                      1.175
## ModelG Coupe                                                           -0.206
## ModelG Sedan                                                           -0.217
## ModelG-Class                                                           -2.017
## ModelG20                                                               -1.146
## ModelG3                                                                -1.626
## ModelG35                                                               -0.749
## ModelG37                                                               -1.078
## ModelG37 Convertible                                                    1.140
## ModelG37 Coupe                                                         -0.117
## ModelG37 Sedan                                                         -0.745
## ModelG5                                                                -0.112
## ModelG6                                                                 3.956
## ModelG8                                                                 1.634
## ModelG80                                                                   NA
## ModelGalant                                                            -2.202
## ModelGallardo                                                         -10.694
## ModelGenesis                                                            0.638
## ModelGenesis Coupe                                                     -3.849
## ModelGhibli                                                            -1.842
## ModelGhost                                                             -0.209
## ModelGhost Series II                                                    0.770
## ModelGL-Class                                                          -8.608
## ModelGLA-Class                                                        -11.913
## ModelGLC-Class                                                        -10.458
## ModelGLE-Class                                                         -9.503
## ModelGLE-Class Coupe                                                   -8.939
## ModelGLI                                                                0.481
## ModelGLK-Class                                                        -11.894
## ModelGLS-Class                                                         -7.989
## ModelGolf                                                              -0.132
## ModelGolf Alltrack                                                      0.710
## ModelGolf GTI                                                           0.349
## ModelGolf R                                                            -0.133
## ModelGolf SportWagen                                                    0.463
## ModelGrand Am                                                           4.603
## ModelGrand Caravan                                                     -0.131
## ModelGrand Prix                                                         2.456
## ModelGrand Vitara                                                      -3.380
## ModelGrand Voyager                                                     -0.279
## ModelGranSport                                                         -0.246
## ModelGranTurismo                                                        0.731
## ModelGranTurismo Convertible                                            0.822
## ModelGS 200t                                                           -2.111
## ModelGS 300                                                            -2.458
## ModelGS 350                                                            -3.994
## ModelGS 400                                                            -5.591
## ModelGS 430                                                            -1.377
## ModelGS 450h                                                           -0.821
## ModelGS 460                                                            -1.935
## ModelGS F                                                              -1.128
## ModelGT                                                                 8.366
## ModelGT-R                                                              14.133
## ModelGTI                                                                0.592
## ModelGTO                                                                2.091
## ModelGX 460                                                            -2.550
## ModelGX 470                                                            -1.619
## ModelH3                                                                 4.981
## ModelH3T                                                                   NA
## ModelHHR                                                              -11.815
## ModelHighlander                                                         6.018
## ModelHighlander Hybrid                                                  6.032
## ModelHorizon                                                            1.327
## ModelHR-V                                                              -3.479
## ModelHS 250h                                                           -3.937
## ModelHuracan                                                           -8.222
## Modeli-MiEV                                                            -4.526
## Modeli3                                                                -3.048
## ModelI30                                                               -2.422
## ModelI35                                                               -0.720
## ModeliA                                                                -0.228
## ModelILX                                                               -3.816
## ModelILX Hybrid                                                        -2.029
## ModeliM                                                                 0.683
## ModelImpala                                                           -10.965
## ModelImpala Limited                                                   -12.456
## ModelImperial                                                           1.147
## ModelImpreza                                                           -1.961
## ModelImpreza WRX                                                       -0.141
## ModelInsight                                                           -2.703
## ModelIntegra                                                           -2.731
## ModelIntrepid                                                           0.598
## ModelIntrigue                                                           0.332
## ModeliQ                                                                 0.193
## ModelIS 200t                                                           -3.994
## ModelIS 250                                                            -5.261
## ModelIS 250 C                                                          -4.955
## ModelIS 300                                                            -5.603
## ModelIS 350                                                            -7.017
## ModelIS 350 C                                                          -5.375
## ModelIS F                                                              -3.652
## ModelJ30                                                               -3.665
## ModelJetta                                                              0.080
## ModelJetta GLI                                                          0.472
## ModelJetta Hybrid                                                       0.163
## ModelJetta SportWagen                                                   0.528
## ModelJimmy                                                             -8.473
## ModelJourney                                                            0.432
## ModelJuke                                                              -3.018
## ModelJusty                                                              4.006
## ModelJX                                                                -1.771
## ModelK900                                                               4.234
## ModelKizashi                                                           -0.891
## ModelLaCrosse                                                           4.389
## ModelLancer                                                            -3.879
## ModelLancer Evolution                                                  -1.699
## ModelLancer Sportback                                                  -3.743
## ModelLand Cruiser                                                       9.889
## ModelLaser                                                              0.718
## ModelLe Baron                                                           1.124
## ModelLe Mans                                                            7.839
## ModelLeaf                                                               0.147
## ModelLegacy                                                            -0.233
## ModelLegend                                                            -4.031
## ModelLeSabre                                                            5.651
## ModelLevante                                                           -2.148
## ModelLFA                                                               10.376
## ModelLHS                                                               -1.208
## ModelLoyale                                                             3.750
## ModelLR2                                                               -5.434
## ModelLR3                                                               -1.778
## ModelLR4                                                               -3.585
## ModelLS                                                                -2.835
## ModelLS 400                                                            -2.973
## ModelLS 430                                                             0.031
## ModelLS 460                                                             0.282
## ModelLS 600h L                                                          3.087
## ModelLSS                                                               -1.418
## ModelLTD Crown Victoria                                                -0.242
## ModelLucerne                                                            8.707
## ModelLumina                                                           -10.736
## ModelLumina Minivan                                                    -5.509
## ModelLX 450                                                            -1.599
## ModelLX 470                                                             3.038
## ModelLX 570                                                             1.138
## ModelM                                                                  2.939
## ModelM-Class                                                           -9.678
## ModelM2                                                                 0.386
## ModelM3                                                                 3.241
## ModelM30                                                               -2.546
## ModelM35                                                                2.078
## ModelM37                                                                1.340
## ModelM4                                                                 4.262
## ModelM45                                                                2.957
## ModelM5                                                                 3.853
## ModelM56                                                                2.341
## ModelM6                                                                 9.162
## ModelM6 Gran Coupe                                                      8.075
## ModelMacan                                                             -6.537
## ModelMagnum                                                             0.568
## ModelMalibu                                                           -11.969
## ModelMalibu Classic                                                   -11.307
## ModelMalibu Hybrid                                                     -9.356
## ModelMalibu Limited                                                    -9.312
## ModelMalibu Maxx                                                      -11.691
## ModelMark LT                                                           -6.697
## ModelMark VII                                                          -8.849
## ModelMark VIII                                                        -10.926
## ModelMatrix                                                             2.305
## ModelMaxima                                                             1.594
## ModelMaybach                                                            0.192
## ModelMazdaspeed 3                                                       1.639
## ModelMazdaspeed 6                                                       5.764
## ModelMazdaspeed MX-5 Miata                                              4.350
## ModelMazdaspeed Protege                                                 2.850
## ModelMDX                                                               -3.462
## ModelMetris                                                           -10.068
## ModelMetro                                                             -9.516
## ModelMighty Max Pickup                                                 -0.747
## ModelMillenia                                                           7.455
## ModelMirage                                                            -5.128
## ModelMirage G4                                                         -4.503
## ModelMKC                                                               -4.214
## ModelMKS                                                               -6.839
## ModelMKT                                                               -5.027
## ModelMKX                                                               -3.976
## ModelMKZ                                                               -3.668
## ModelMKZ Hybrid                                                        -2.284
## ModelML55 AMG                                                          -6.320
## ModelModel S                                                               NA
## ModelMonaco                                                             1.030
## ModelMontana                                                            4.500
## ModelMontana SV6                                                        2.653
## ModelMonte Carlo                                                      -10.726
## ModelMontero                                                            0.777
## ModelMontero Sport                                                     -0.366
## ModelMP4-12C                                                               NA
## ModelMPV                                                                4.536
## ModelMR2                                                                4.339
## ModelMR2 Spyder                                                         4.239
## ModelMulsanne                                                          -1.759
## ModelMurano                                                             4.249
## ModelMurano CrossCabriolet                                              5.067
## ModelMurcielago                                                            NA
## ModelMustang                                                           -2.402
## ModelMustang SVT Cobra                                                  1.492
## ModelMX-3                                                               6.793
## ModelMX-5 Miata                                                         4.842
## ModelMX-6                                                               5.033
## ModelNavajo                                                             7.921
## ModelNavigator                                                          0.987
## ModelNeon                                                              -0.372
## ModelNew Beetle                                                         0.213
## ModelNew Yorker                                                         0.353
## ModelNinety-Eight                                                      -0.552
## ModelNitro                                                              0.168
## ModelNSX                                                                9.469
## ModelNV200                                                              0.220
## ModelNX                                                                 2.965
## ModelNX 200t                                                           -5.537
## ModelNX 300h                                                           -5.121
## ModelOdyssey                                                            0.335
## ModelOptima                                                            -0.314
## ModelOptima Hybrid                                                     -0.933
## ModelOutback                                                            4.226
## ModelOutlander                                                         -2.489
## ModelOutlander Sport                                                   -3.236
## ModelPacifica                                                           1.350
## ModelPanamera                                                              NA
## ModelPark Avenue                                                        9.355
## ModelPark Ward                                                          4.451
## ModelPaseo                                                              4.892
## ModelPassat                                                             0.816
## ModelPassport                                                           1.132
## ModelPathfinder                                                         2.468
## ModelPhaeton                                                            4.180
## ModelPhantom                                                            7.189
## ModelPhantom Coupe                                                      6.093
## ModelPhantom Drophead Coupe                                             5.697
## ModelPickup                                                             7.121
## ModelPilot                                                              0.323
## ModelPrecis                                                             0.023
## ModelPrelude                                                            0.609
## ModelPrevia                                                             3.488
## ModelPrius                                                              5.097
## ModelPrius c                                                            2.929
## ModelPrius Prime                                                        4.179
## ModelPrius v                                                            3.654
## ModelPrizm                                                            -10.534
## ModelProbe                                                              0.258
## ModelProtege                                                            3.206
## ModelProtege5                                                           3.227
## ModelProwler                                                            5.137
## ModelPT Cruiser                                                         0.340
## ModelPulsar                                                             2.520
## ModelQ3                                                                 0.052
## ModelQ40                                                               -1.910
## ModelQ45                                                                4.479
## ModelQ5                                                                 1.304
## ModelQ50                                                               -0.290
## ModelQ60 Convertible                                                    1.619
## ModelQ60 Coupe                                                          0.289
## ModelQ7                                                                 1.938
## ModelQ70                                                                2.306
## ModelQuattroporte                                                      -0.144
## ModelQuest                                                              1.523
## ModelQX                                                                 3.066
## ModelQX4                                                                1.793
## ModelQX50                                                              -3.700
## ModelQX56                                                               3.898
## ModelQX60                                                              -1.967
## ModelQX70                                                              -1.927
## ModelQX80                                                               3.813
## ModelR-Class                                                          -10.174
## ModelR32                                                                0.982
## ModelR8                                                                 6.961
## ModelRabbit                                                            -0.672
## ModelRaider                                                            -3.134
## ModelRainier                                                            5.910
## ModelRally Wagon                                                       -5.930
## ModelRAM 150                                                            0.705
## ModelRAM 250                                                            0.687
## ModelRam 50 Pickup                                                      1.540
## ModelRam Cargo                                                          0.437
## ModelRam Pickup 1500                                                    0.183
## ModelRam Van                                                           -0.020
## ModelRam Wagon                                                          0.191
## ModelRamcharger                                                         0.955
## ModelRange Rover                                                       10.895
## ModelRange Rover Evoque                                                -3.484
## ModelRange Rover Sport                                                     NA
## ModelRanger                                                            -1.610
## ModelRapide                                                             0.799
## ModelRapide S                                                          -1.928
## ModelRAV4                                                               4.974
## ModelRAV4 EV                                                            5.335
## ModelRAV4 Hybrid                                                        2.722
## ModelRC 200t                                                           -4.499
## ModelRC 300                                                            -3.982
## ModelRC 350                                                            -6.813
## ModelRC F                                                              -5.274
## ModelRDX                                                               -5.541
## ModelReatta                                                             0.662
## ModelRegal                                                              2.101
## ModelRegency                                                           -1.776
## ModelRendezvous                                                         2.362
## ModelReno                                                              -6.244
## ModelRidgeline                                                         -4.275
## ModelRio                                                               -5.468
## ModelRiviera                                                           -1.703
## ModelRL                                                                 0.216
## ModelRLX                                                                0.378
## ModelRoadmaster                                                        -1.138
## ModelRogue                                                              0.823
## ModelRogue Select                                                      -2.364
## ModelRondo                                                             -2.414
## ModelRoutan                                                             1.826
## ModelRS 4                                                               3.508
## ModelRS 5                                                               2.401
## ModelRS 7                                                               3.511
## ModelRSX                                                               -5.602
## ModelRX 300                                                            -4.187
## ModelRX 330                                                            -4.238
## ModelRX 350                                                            -4.635
## ModelRX 400h                                                           -4.586
## ModelRX 450h                                                           -4.938
## ModelRX-7                                                              13.635
## ModelRX-8                                                               6.534
## ModelS-10                                                             -11.065
## ModelS-10 Blazer                                                       -7.549
## ModelS-15                                                              -5.021
## ModelS-15 Jimmy                                                        -4.747
## ModelS-Class                                                           -3.826
## ModelS2000                                                                 NA
## ModelS3                                                                 1.441
## ModelS4                                                                 2.039
## ModelS40                                                                0.458
## ModelS5                                                                 2.507
## ModelS6                                                                 2.737
## ModelS60                                                                1.161
## ModelS60 Cross Country                                                  1.920
## ModelS7                                                                 3.128
## ModelS70                                                               -1.000
## ModelS8                                                                 4.074
## ModelS80                                                                2.140
## ModelS90                                                                1.829
## ModelSafari                                                            -4.498
## ModelSafari Cargo                                                      -3.521
## ModelSamurai                                                            2.813
## ModelSanta Fe                                                           0.434
## ModelSanta Fe Sport                                                    -0.149
## ModelSavana                                                            -6.377
## ModelSavana Cargo                                                      -4.731
## ModelSC 300                                                            -4.370
## ModelSC 400                                                            -5.449
## ModelSC 430                                                                NA
## ModelScoupe                                                             1.644
## ModelSebring                                                            1.109
## ModelSedona                                                             1.027
## ModelSentra                                                            -3.549
## ModelSephia                                                            -2.847
## ModelSequoia                                                            9.498
## ModelSeville                                                            1.512
## ModelShadow                                                             1.344
## ModelShelby GT350                                                      -0.350
## ModelShelby GT500                                                      -1.545
## ModelSidekick                                                           0.699
## ModelSienna                                                             4.496
## ModelSierra 1500                                                      -10.819
## ModelSierra 1500 Classic                                              -12.001
## ModelSierra 1500 Hybrid                                                -9.417
## ModelSierra 1500HD                                                     -8.878
## ModelSierra Classic 1500                                               -0.242
## ModelSilhouette                                                         3.723
## ModelSilver Seraph                                                      3.065
## ModelSilverado 1500                                                   -11.581
## ModelSilverado 1500 Classic                                           -12.031
## ModelSilverado 1500 Hybrid                                            -11.415
## ModelSixty Special                                                     -5.220
## ModelSkylark                                                            1.017
## ModelSL-Class                                                          -4.966
## ModelSLC-Class                                                         -9.069
## ModelSLK-Class                                                         -9.387
## ModelSLR McLaren                                                       10.066
## ModelSLS AMG                                                           -1.055
## ModelSLS AMG GT                                                            NA
## ModelSLX                                                               -3.662
## ModelSolstice                                                           2.475
## ModelSonata                                                            -1.794
## ModelSonata Hybrid                                                     -2.850
## ModelSonic                                                            -15.360
## ModelSonoma                                                           -11.734
## ModelSorento                                                            4.258
## ModelSoul                                                              -4.240
## ModelSoul EV                                                            0.659
## ModelSpark                                                            -16.810
## ModelSpark EV                                                         -12.115
## ModelSpectra                                                           -3.973
## ModelSpirit                                                             1.429
## ModelSportage                                                              NA
## ModelSportvan                                                          -8.176
## ModelSpyder                                                            -0.764
## ModelSQ5                                                                0.272
## ModelSRT Viper                                                          2.345
## ModelSRX                                                               -3.434
## ModelSS                                                                -9.088
## ModelSSR                                                               -4.943
## ModelStanza                                                             2.962
## ModelStealth                                                            1.091
## ModelStratus                                                            0.374
## ModelSTS                                                                2.013
## ModelSTS-V                                                              1.846
## ModelSuburban                                                          -7.039
## ModelSunbird                                                            6.773
## ModelSundance                                                           1.526
## ModelSunfire                                                           -3.955
## ModelSuperamerica                                                          NA
## ModelSupersports Convertible ISR                                       -4.052
## ModelSupra                                                             27.957
## ModelSVX                                                               -0.338
## ModelSwift                                                             -5.383
## ModelSX4                                                               -5.290
## ModelSyclone                                                            3.477
## ModelT100                                                               7.151
## ModelTacoma                                                             3.122
## ModelTahoe                                                             -5.830
## ModelTahoe Hybrid                                                      -5.735
## ModelTahoe Limited/Z71                                                 -6.316
## ModelTaurus                                                            -1.227
## ModelTaurus X                                                           0.092
## ModeltC                                                                 3.480
## ModelTC                                                                 0.389
## ModelTempo                                                              1.621
## ModelTercel                                                             5.624
## ModelTerrain                                                           -5.773
## ModelTerraza                                                            3.355
## ModelThunderbird                                                        0.973
## ModelTiburon                                                           -2.576
## ModelTiguan                                                             1.104
## ModelTitan                                                             -0.172
## ModelTL                                                                -2.417
## ModelTLX                                                               -2.867
## ModelToronado                                                              NA
## ModelTorrent                                                            2.792
## ModelTouareg                                                            2.662
## ModelTouareg 2                                                          2.243
## ModelTown and Country                                                   1.629
## ModelTown Car                                                              NA
## ModelTracker                                                          -10.947
## ModelTrailBlazer                                                      -10.854
## ModelTrailBlazer EXT                                                   -9.151
## ModelTrans Sport                                                        0.864
## ModelTransit Connect                                                   -0.609
## ModelTransit Wagon                                                      1.478
## ModelTraverse                                                          -8.608
## ModelTrax                                                             -11.361
## ModelTribeca                                                            4.066
## ModelTribute                                                            5.781
## ModelTribute Hybrid                                                     5.911
## ModelTruck                                                              5.264
## ModelTSX                                                               -2.927
## ModelTSX Sport Wagon                                                   -2.446
## ModelTT                                                                 2.151
## ModelTT RS                                                              2.562
## ModelTTS                                                                2.362
## ModelTucson                                                            -1.315
## ModelTundra                                                             2.920
## ModelTyphoon                                                            6.780
## ModelUplander                                                          -7.453
## ModelV12 Vanquish                                                       2.623
## ModelV12 Vantage                                                       -0.748
## ModelV12 Vantage S                                                     -3.836
## ModelV40                                                                0.758
## ModelV50                                                                0.685
## ModelV60                                                                1.492
## ModelV60 Cross Country                                                 -2.272
## ModelV70                                                                1.102
## ModelV8                                                                -0.146
## ModelV8 Vantage                                                        -6.496
## ModelV90                                                               -0.914
## ModelVan                                                                1.998
## ModelVanagon                                                            1.499
## ModelVandura                                                           -4.615
## ModelVanquish                                                           2.106
## ModelVanwagon                                                              NA
## ModelVeloster                                                          -4.623
## ModelVenture                                                           -6.010
## ModelVenza                                                              4.895
## ModelVeracruz                                                           0.674
## ModelVerano                                                                NA
## ModelVerona                                                            -2.082
## ModelVersa                                                             -8.367
## ModelVersa Note                                                        -6.317
## ModelVeyron 16.4                                                           NA
## ModelVibe                                                                  NA
## ModelVigor                                                             -3.379
## ModelViper                                                              1.807
## ModelVirage                                                                NA
## ModelVitara                                                            -2.260
## ModelVoyager                                                            0.264
## ModelWindstar                                                           2.416
## ModelWindstar Cargo                                                        NA
## ModelWraith                                                                NA
## ModelWRX                                                                0.177
## ModelX-90                                                               1.948
## ModelX1                                                                -3.174
## ModelX3                                                                -1.892
## ModelX4                                                                -1.482
## ModelX5                                                                -0.361
## ModelX5 M                                                              -0.748
## ModelX6                                                                 0.319
## ModelX6 M                                                              -0.511
## ModelxA                                                                -2.106
## ModelxB                                                                 0.701
## ModelXC                                                                -0.249
## ModelXC60                                                              -3.550
## ModelXC70                                                              -3.663
## ModelXC90                                                                  NA
## ModelxD                                                                    NA
## ModelXG300                                                              0.325
## ModelXG350                                                                 NA
## ModelXL-7                                                               0.658
## ModelXL7                                                                   NA
## ModelXLR                                                                8.969
## ModelXLR-V                                                              5.002
## ModelXT                                                                 2.275
## ModelXT5                                                               -3.038
## ModelXterra                                                                NA
## ModelXTS                                                                   NA
## ModelXV Crosstrek                                                          NA
## ModelYaris                                                             -0.425
## ModelYaris iA                                                              NA
## ModelYukon                                                             -1.260
## ModelYukon Denali                                                      -2.168
## ModelYukon Hybrid                                                       0.705
## ModelYukon XL                                                              NA
## ModelZ3                                                                 4.121
## ModelZ4                                                                 5.730
## ModelZ4 M                                                               2.425
## ModelZ8                                                                10.084
## ModelZDX                                                                   NA
## Year1991                                                               -0.094
## Year1992                                                               -0.573
## Year1993                                                                0.123
## Year1994                                                                0.146
## Year1995                                                                1.578
## Year1996                                                                3.446
## Year1997                                                                3.886
## Year1998                                                                5.892
## Year1999                                                                7.758
## Year2000                                                                8.312
## Year2001                                                               63.011
## Year2002                                                               61.666
## Year2003                                                               61.687
## Year2004                                                               60.768
## Year2005                                                               60.276
## Year2006                                                               58.704
## Year2007                                                               57.821
## Year2008                                                               58.029
## Year2009                                                               58.112
## Year2010                                                               57.876
## Year2011                                                               57.640
## Year2012                                                               57.735
## Year2013                                                               57.783
## Year2014                                                               58.030
## Year2015                                                               58.373
## Year2016                                                               58.573
## Year2017                                                               58.713
## Engine.Fuel.Typediesel                                                  2.503
## Engine.Fuel.Typeelectric                                                5.168
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)            0.867
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)               0.486
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                                0.473
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                        2.825
## Engine.Fuel.Typenatural gas                                             2.956
## Engine.Fuel.Typepremium unleaded (recommended)                          0.951
## Engine.Fuel.Typepremium unleaded (required)                             0.591
## Engine.Fuel.Typeregular unleaded                                        0.369
## Engine.HP                                                              28.826
## Engine.Cylinders                                                        3.086
## Transmission.TypeAUTOMATIC                                             -1.298
## Transmission.TypeDIRECT_DRIVE                                          -0.979
## Transmission.TypeMANUAL                                                -9.507
## Transmission.TypeUNKNOWN                                                3.002
## Driven_Wheelsfour wheel drive                                           3.316
## Driven_Wheelsfront wheel drive                                        -13.469
## Driven_Wheelsrear wheel drive                                         -10.788
## Number.of.Doors2                                                       -2.241
## Number.of.Doors3                                                       -1.487
## Number.of.Doors4                                                       -1.115
## Market.CategoryCrossover,Diesel                                         0.687
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                 0.215
## Market.CategoryCrossover,Exotic,Luxury,Performance                         NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance          5.486
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance               4.510
## Market.CategoryCrossover,Factory Tuner,Performance                      0.946
## Market.CategoryCrossover,Flex Fuel                                      0.158
## Market.CategoryCrossover,Flex Fuel,Luxury                               2.877
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                   3.145
## Market.CategoryCrossover,Flex Fuel,Performance                          2.751
## Market.CategoryCrossover,Hatchback                                      0.284
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance            3.076
## Market.CategoryCrossover,Hatchback,Luxury                                  NA
## Market.CategoryCrossover,Hatchback,Performance                          1.946
## Market.CategoryCrossover,Hybrid                                         5.282
## Market.CategoryCrossover,Luxury                                         3.519
## Market.CategoryCrossover,Luxury,Diesel                                  3.413
## Market.CategoryCrossover,Luxury,High-Performance                        5.453
## Market.CategoryCrossover,Luxury,Hybrid                                  4.808
## Market.CategoryCrossover,Luxury,Performance                             3.817
## Market.CategoryCrossover,Luxury,Performance,Hybrid                         NA
## Market.CategoryCrossover,Performance                                    1.892
## Market.CategoryDiesel                                                  -0.288
## Market.CategoryDiesel,Luxury                                           -0.218
## Market.CategoryExotic,Factory Tuner,High-Performance                    7.473
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance             0.386
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                  0.064
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance  -0.380
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                -1.319
## Market.CategoryExotic,High-Performance                                  6.768
## Market.CategoryExotic,Luxury                                           -0.554
## Market.CategoryExotic,Luxury,High-Performance                          -1.264
## Market.CategoryExotic,Luxury,Performance                                   NA
## Market.CategoryExotic,Performance                                          NA
## Market.CategoryFactory Tuner,High-Performance                           2.787
## Market.CategoryFactory Tuner,Luxury,High-Performance                    1.531
## Market.CategoryFactory Tuner,Luxury,Performance                         0.173
## Market.CategoryFactory Tuner,Performance                                1.044
## Market.CategoryFlex Fuel                                               -1.933
## Market.CategoryFlex Fuel,Diesel                                        -0.042
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance          1.629
## Market.CategoryFlex Fuel,Hybrid                                         1.794
## Market.CategoryFlex Fuel,Luxury                                        -0.556
## Market.CategoryFlex Fuel,Luxury,High-Performance                        0.411
## Market.CategoryFlex Fuel,Luxury,Performance                             0.384
## Market.CategoryFlex Fuel,Performance                                   -0.380
## Market.CategoryFlex Fuel,Performance,Hybrid                            -0.882
## Market.CategoryHatchback                                                0.038
## Market.CategoryHatchback,Diesel                                         0.350
## Market.CategoryHatchback,Factory Tuner,High-Performance                 2.948
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance               2.738
## Market.CategoryHatchback,Factory Tuner,Performance                      2.308
## Market.CategoryHatchback,Flex Fuel                                     -0.186
## Market.CategoryHatchback,Hybrid                                            NA
## Market.CategoryHatchback,Luxury                                         1.090
## Market.CategoryHatchback,Luxury,Hybrid                                     NA
## Market.CategoryHatchback,Luxury,Performance                             1.253
## Market.CategoryHatchback,Performance                                    1.409
## Market.CategoryHigh-Performance                                         0.581
## Market.CategoryHybrid                                                   3.296
## Market.CategoryLuxury                                                  -0.445
## Market.CategoryLuxury,High-Performance                                 -0.016
## Market.CategoryLuxury,High-Performance,Hybrid                           0.508
## Market.CategoryLuxury,Hybrid                                            0.467
## Market.CategoryLuxury,Performance                                      -0.159
## Market.CategoryLuxury,Performance,Hybrid                                0.121
## Market.CategoryN/A                                                     -0.996
## Market.CategoryPerformance                                              0.513
## Vehicle.SizeLarge                                                       1.891
## Vehicle.SizeMidsize                                                    -0.855
## Vehicle.Style2dr SUV                                                   -2.468
## Vehicle.Style4dr Hatchback                                             -1.489
## Vehicle.Style4dr SUV                                                   -2.129
## Vehicle.StyleCargo Minivan                                             -1.379
## Vehicle.StyleCargo Van                                                 -0.526
## Vehicle.StyleConvertible                                               10.632
## Vehicle.StyleConvertible SUV                                               NA
## Vehicle.StyleCoupe                                                      4.146
## Vehicle.StyleCrew Cab Pickup                                           11.250
## Vehicle.StyleExtended Cab Pickup                                        4.753
## Vehicle.StylePassenger Minivan                                          0.290
## Vehicle.StylePassenger Van                                                 NA
## Vehicle.StyleRegular Cab Pickup                                            NA
## Vehicle.StyleSedan                                                     -1.267
## Vehicle.StyleWagon                                                         NA
## highway.MPG                                                            -0.054
## city.mpg                                                               -1.019
## Popularity                                                                 NA
##                                                                       Pr(>|t|)
## (Intercept)                                                            < 2e-16
## MakeAlfa Romeo                                                        0.044470
## MakeAston Martin                                                       < 2e-16
## MakeAudi                                                              0.000521
## MakeBentley                                                            < 2e-16
## MakeBMW                                                               0.007530
## MakeBugatti                                                            < 2e-16
## MakeBuick                                                             2.10e-15
## MakeCadillac                                                          0.897179
## MakeChevrolet                                                         2.31e-05
## MakeChrysler                                                          0.000562
## MakeDodge                                                             0.002848
## MakeFerrari                                                            < 2e-16
## MakeFIAT                                                               < 2e-16
## MakeFord                                                              1.50e-05
## MakeGenesis                                                           0.027078
## MakeGMC                                                               0.897280
## MakeHonda                                                             6.40e-05
## MakeHUMMER                                                            1.04e-11
## MakeHyundai                                                           4.36e-06
## MakeInfiniti                                                          0.037047
## MakeKia                                                                < 2e-16
## MakeLamborghini                                                        < 2e-16
## MakeLand Rover                                                        0.099454
## MakeLexus                                                             0.028413
## MakeLincoln                                                           0.303943
## MakeLotus                                                             0.047089
## MakeMaserati                                                          0.000593
## MakeMaybach                                                            < 2e-16
## MakeMazda                                                              < 2e-16
## MakeMcLaren                                                            < 2e-16
## MakeMercedes-Benz                                                      < 2e-16
## MakeMitsubishi                                                        0.149731
## MakeNissan                                                            3.41e-13
## MakeOldsmobile                                                        9.88e-08
## MakePlymouth                                                          0.004632
## MakePontiac                                                            < 2e-16
## MakePorsche                                                           1.31e-08
## MakeRolls-Royce                                                        < 2e-16
## MakeSaab                                                              3.55e-10
## MakeScion                                                              < 2e-16
## MakeSpyker                                                             < 2e-16
## MakeSubaru                                                             < 2e-16
## MakeSuzuki                                                             < 2e-16
## MakeTesla                                                             0.027622
## MakeToyota                                                             < 2e-16
## MakeVolkswagen                                                        0.004668
## MakeVolvo                                                             0.000941
## Model100                                                              0.303904
## Model124 Spider                                                       0.452406
## Model190-Class                                                         < 2e-16
## Model2                                                                0.112575
## Model2 Series                                                         0.001292
## Model200                                                              0.429324
## Model200SX                                                            0.168368
## Model240                                                              0.402871
## Model240SX                                                             < 2e-16
## Model3                                                                2.04e-05
## Model3 Series                                                         0.053317
## Model3 Series Gran Turismo                                            0.766220
## Model300                                                              0.122748
## Model300-Class                                                         < 2e-16
## Model3000GT                                                           0.004772
## Model300M                                                             0.102905
## Model300ZX                                                            3.22e-06
## Model323                                                              1.38e-13
## Model350-Class                                                         < 2e-16
## Model350Z                                                             0.000392
## Model360                                                              0.005316
## Model370Z                                                             0.091003
## Model4 Series                                                         3.15e-05
## Model4 Series Gran Coupe                                              0.001226
## Model400-Class                                                         < 2e-16
## Model420-Class                                                         < 2e-16
## Model456M                                                             0.523854
## Model458 Italia                                                       0.073105
## Model4C                                                                     NA
## Model4Runner                                                          4.79e-14
## Model5                                                                0.003051
## Model5 Series                                                         2.29e-11
## Model5 Series Gran Turismo                                            9.00e-05
## Model500                                                              0.041113
## Model500-Class                                                         < 2e-16
## Model500e                                                             0.725114
## Model500L                                                             0.283783
## Model500X                                                                   NA
## Model550                                                              0.772493
## Model560-Class                                                         < 2e-16
## Model57                                                               0.011841
## Model575M                                                             0.426731
## Model599                                                              0.551125
## Model6                                                                2.03e-10
## Model6 Series                                                          < 2e-16
## Model6 Series Gran Coupe                                               < 2e-16
## Model600-Class                                                         < 2e-16
## Model6000                                                             2.18e-06
## Model612 Scaglietti                                                   0.426638
## Model62                                                                     NA
## Model626                                                              2.21e-09
## Model7 Series                                                          < 2e-16
## Model718 Cayman                                                       2.80e-08
## Model740                                                              0.684780
## Model760                                                              0.993020
## Model780                                                              0.704531
## Model8 Series                                                          < 2e-16
## Model80                                                               0.164003
## Model850                                                              0.299248
## Model86                                                               0.084817
## Model9-2X                                                             0.002868
## Model9-3                                                               < 2e-16
## Model9-3 Griffin                                                      4.44e-12
## Model9-4X                                                             0.415081
## Model9-5                                                               < 2e-16
## Model9-7X                                                             4.08e-16
## Model90                                                               0.345973
## Model900                                                              0.298118
## Model9000                                                                   NA
## Model911                                                              0.114011
## Model928                                                              0.007596
## Model929                                                              0.000263
## Model940                                                              0.850025
## Model944                                                               < 2e-16
## Model960                                                              0.396695
## Model968                                                              8.71e-05
## ModelA3                                                               0.051410
## ModelA4                                                               0.016075
## ModelA4 allroad                                                       0.016777
## ModelA5                                                               0.011087
## ModelA6                                                               0.000471
## ModelA7                                                               2.92e-05
## ModelA8                                                               1.86e-06
## ModelAcadia                                                           7.79e-05
## ModelAcadia Limited                                                   0.185785
## ModelAccent                                                           1.93e-14
## ModelAcclaim                                                          0.209741
## ModelAccord                                                           0.005646
## ModelAccord Crosstour                                                 0.583093
## ModelAccord Hybrid                                                    0.010113
## ModelAccord Plug-In Hybrid                                            0.410076
## ModelAchieva                                                          0.459906
## ModelActiveHybrid 5                                                   0.002311
## ModelActiveHybrid 7                                                   3.28e-09
## ModelActiveHybrid X6                                                  2.64e-06
## ModelAerio                                                            3.18e-08
## ModelAerostar                                                         0.698600
## ModelAlero                                                            0.586506
## ModelAllante                                                           < 2e-16
## Modelallroad                                                          0.006471
## Modelallroad quattro                                                  0.266087
## ModelAlpina                                                           2.36e-16
## ModelALPINA B6 Gran Coupe                                             4.56e-13
## ModelALPINA B7                                                         < 2e-16
## ModelAltima                                                           0.831547
## ModelAltima Hybrid                                                    0.619441
## ModelAmanti                                                           0.770976
## ModelAMG GT                                                           2.19e-08
## ModelArmada                                                            < 2e-16
## ModelArnage                                                           0.000951
## ModelAspen                                                            0.081377
## ModelAspire                                                           0.160798
## ModelAstro                                                            2.78e-11
## ModelAstro Cargo                                                      6.23e-10
## ModelATS                                                              5.61e-16
## ModelATS Coupe                                                        1.95e-09
## ModelATS-V                                                            0.000230
## ModelAurora                                                           9.96e-05
## ModelAvalanche                                                         < 2e-16
## ModelAvalon                                                           4.63e-12
## ModelAvalon Hybrid                                                    3.55e-10
## ModelAvenger                                                          0.818516
## ModelAventador                                                        0.848936
## ModelAveo                                                              < 2e-16
## ModelAviator                                                          0.111852
## ModelAxxess                                                           0.215359
## ModelAzera                                                            0.733835
## ModelAztek                                                            0.007642
## ModelAzure                                                            0.336479
## ModelB-Class Electric Drive                                            < 2e-16
## ModelB-Series                                                         0.000305
## ModelB-Series Pickup                                                   < 2e-16
## ModelB-Series Truck                                                   1.39e-05
## ModelB9 Tribeca                                                       1.17e-15
## ModelBaja                                                             0.235026
## ModelBeetle                                                           0.629797
## ModelBeetle Convertible                                               0.711558
## ModelBeretta                                                          8.81e-16
## ModelBlack Diamond Avalanche                                           < 2e-16
## ModelBlackwood                                                        0.486512
## ModelBlazer                                                            < 2e-16
## ModelBolt EV                                                          2.68e-15
## ModelBonneville                                                       2.67e-15
## ModelBorrego                                                          0.319229
## ModelBoxster                                                           < 2e-16
## ModelBravada                                                          1.11e-05
## ModelBreeze                                                           0.859640
## ModelBronco                                                           0.008610
## ModelBronco II                                                        0.104770
## ModelBrooklands                                                       0.637868
## ModelBrougham                                                         7.12e-12
## ModelBRZ                                                              0.433391
## ModelC-Class                                                           < 2e-16
## ModelC-Max Hybrid                                                     0.008690
## ModelC/K 1500 Series                                                  8.14e-13
## ModelC/K 2500 Series                                                  5.11e-11
## ModelC30                                                              0.362411
## ModelC36 AMG                                                          6.75e-14
## ModelC43 AMG                                                          1.53e-12
## ModelC70                                                              0.211670
## ModelC8                                                                     NA
## ModelCabrio                                                           0.529946
## ModelCabriolet                                                        0.213510
## ModelCadenza                                                          0.022562
## ModelCaliber                                                          0.757689
## ModelCalifornia                                                       0.000143
## ModelCalifornia T                                                     2.05e-05
## ModelCamaro                                                            < 2e-16
## ModelCamry                                                            8.52e-06
## ModelCamry Hybrid                                                     0.030135
## ModelCamry Solara                                                     2.98e-06
## ModelCanyon                                                            < 2e-16
## ModelCaprice                                                           < 2e-16
## ModelCaptiva Sport                                                     < 2e-16
## ModelCaravan                                                          0.745539
## ModelCarrera GT                                                        < 2e-16
## ModelCascada                                                          0.001403
## ModelCatera                                                            < 2e-16
## ModelCavalier                                                          < 2e-16
## ModelCayenne                                                          5.07e-06
## ModelCayman                                                           6.67e-14
## ModelCayman S                                                         0.043856
## ModelCC                                                               0.115134
## ModelCelebrity                                                        2.89e-10
## ModelCelica                                                           0.000104
## ModelCentury                                                          0.199477
## ModelChallenger                                                       0.893336
## ModelCharger                                                          0.998159
## ModelChevy Van                                                         < 2e-16
## ModelCiera                                                            0.898923
## ModelCirrus                                                           0.594204
## ModelCity Express                                                     1.80e-13
## ModelCivic                                                            5.69e-11
## ModelCivic CRX                                                        0.167201
## ModelCivic del Sol                                                    0.547193
## ModelCL                                                               0.005665
## ModelCL-Class                                                         0.013960
## ModelCLA-Class                                                         < 2e-16
## ModelClassic                                                           < 2e-16
## ModelCLK-Class                                                        1.73e-14
## ModelCLS-Class                                                        2.44e-12
## ModelCobalt                                                            < 2e-16
## ModelColorado                                                          < 2e-16
## ModelColt                                                             0.128327
## ModelConcorde                                                         0.256321
## ModelContinental                                                      0.423926
## ModelContinental Flying Spur                                          5.42e-11
## ModelContinental Flying Spur Speed                                    3.53e-10
## ModelContinental GT                                                   1.14e-13
## ModelContinental GT Speed                                             8.05e-11
## ModelContinental GT Speed Convertible                                 5.14e-08
## ModelContinental GTC                                                  2.09e-12
## ModelContinental GTC Speed                                            8.04e-07
## ModelContinental Supersports                                          6.02e-05
## ModelContinental Supersports Convertible                              9.84e-06
## ModelContour                                                          0.326170
## ModelContour SVT                                                      0.980977
## ModelCorniche                                                         5.62e-10
## ModelCorolla                                                          0.020349
## ModelCorolla iM                                                       0.462729
## ModelCorrado                                                          0.408588
## ModelCorsica                                                          1.25e-11
## ModelCorvette                                                         7.26e-13
## ModelCorvette Stingray                                                2.11e-12
## ModelCoupe                                                            0.715531
## ModelCR-V                                                             0.159532
## ModelCR-Z                                                             0.010925
## ModelCressida                                                         0.001981
## ModelCrossfire                                                        0.016339
## ModelCrosstour                                                        0.390968
## ModelCrosstrek                                                        0.967614
## ModelCrown Victoria                                                   0.549946
## ModelCruze                                                             < 2e-16
## ModelCruze Limited                                                     < 2e-16
## ModelCT 200h                                                          0.000154
## ModelCT6                                                              0.000335
## ModelCTS                                                              0.504066
## ModelCTS Coupe                                                        3.91e-07
## ModelCTS Wagon                                                        0.001255
## ModelCTS-V                                                            0.003121
## ModelCTS-V Coupe                                                      5.13e-05
## ModelCTS-V Wagon                                                      0.009909
## ModelCube                                                             0.000283
## ModelCustom Cruiser                                                   0.968647
## ModelCutlass                                                          0.132485
## ModelCutlass Calais                                                   0.005261
## ModelCutlass Ciera                                                    0.067404
## ModelCutlass Supreme                                                  0.510422
## ModelCX-3                                                             1.58e-05
## ModelCX-5                                                             8.82e-09
## ModelCX-7                                                             2.58e-10
## ModelCX-9                                                             7.32e-14
## ModelDakota                                                           0.763576
## ModelDart                                                             0.742908
## ModelDawn                                                             0.407174
## ModelDaytona                                                          0.219943
## ModelDB7                                                              0.116940
## ModelDB9                                                              0.013208
## ModelDB9 GT                                                           0.119215
## ModelDBS                                                              0.000194
## ModelDefender                                                          < 2e-16
## ModelDeVille                                                          0.006654
## ModelDiablo                                                           0.213850
## ModelDiamante                                                         0.324161
## ModelDiscovery                                                        0.000102
## ModelDiscovery Series II                                              0.000819
## ModelDiscovery Sport                                                  6.74e-07
## ModelDTS                                                              0.020292
## ModelDurango                                                          0.187065
## ModelDynasty                                                          0.197318
## ModelE-150                                                            0.341826
## ModelE-250                                                            0.280317
## ModelE-Class                                                           < 2e-16
## Modele-Golf                                                           0.801177
## ModelE-Series Van                                                     0.483687
## ModelE-Series Wagon                                                   0.060890
## ModelE55 AMG                                                          6.62e-11
## ModelECHO                                                             0.000916
## ModelEclipse                                                          0.017534
## ModelEclipse Spyder                                                   0.026223
## ModelEdge                                                             0.600862
## ModelEighty-Eight                                                     0.002402
## ModelEighty-Eight Royale                                              0.827565
## ModelElantra                                                          6.27e-06
## ModelElantra Coupe                                                    7.87e-06
## ModelElantra GT                                                       3.06e-09
## ModelElantra Touring                                                  9.25e-07
## ModelEldorado                                                         0.000154
## ModelElectra                                                          0.023891
## ModelElement                                                          0.015845
## ModelElise                                                            7.07e-07
## ModelEnclave                                                          1.00e-11
## ModelEncore                                                           0.004818
## ModelEndeavor                                                         0.161791
## ModelEntourage                                                        0.431965
## ModelEnvision                                                         5.00e-09
## ModelEnvoy                                                            6.62e-11
## ModelEnvoy XL                                                         1.14e-07
## ModelEnvoy XUV                                                        8.21e-06
## ModelEnzo                                                             5.13e-09
## ModelEos                                                              0.159013
## ModelEquator                                                          5.80e-05
## ModelEquinox                                                           < 2e-16
## ModelEquus                                                            0.000139
## ModelES 250                                                           5.12e-07
## ModelES 300                                                           1.33e-05
## ModelES 300h                                                          0.000332
## ModelES 330                                                           8.30e-07
## ModelES 350                                                           3.96e-07
## ModelEscalade                                                         4.70e-06
## ModelEscalade ESV                                                     4.83e-09
## ModelEscalade EXT                                                     0.000315
## ModelEscalade Hybrid                                                  4.43e-12
## ModelEscape                                                           0.703257
## ModelEscape Hybrid                                                    0.421641
## ModelEscort                                                           0.000208
## ModelEsprit                                                           0.060326
## ModelEsteem                                                           4.69e-05
## ModelEuroVan                                                          0.212123
## ModelEvora                                                            0.204943
## ModelEvora 400                                                        0.704325
## ModelEX                                                               0.005746
## ModelEX35                                                             0.005732
## ModelExcel                                                            0.005440
## ModelExige                                                                  NA
## ModelExpedition                                                       8.45e-05
## ModelExplorer                                                         0.810710
## ModelExplorer Sport                                                   0.150583
## ModelExplorer Sport Trac                                              0.064401
## ModelExpo                                                             0.176063
## ModelExpress                                                           < 2e-16
## ModelExpress Cargo                                                    1.24e-09
## ModelF-150                                                            0.976207
## ModelF-150 Heritage                                                   0.685886
## ModelF-150 SVT Lightning                                              0.000293
## ModelF-250                                                            0.043729
## ModelF12 Berlinetta                                                   0.034081
## ModelF430                                                             0.031995
## ModelFestiva                                                          0.022249
## ModelFF                                                               0.030317
## ModelFiesta                                                           7.41e-05
## ModelFirebird                                                         8.37e-13
## ModelFit                                                               < 2e-16
## ModelFit EV                                                           0.801694
## ModelFive Hundred                                                     0.728225
## ModelFJ Cruiser                                                       6.54e-05
## ModelFleetwood                                                         < 2e-16
## ModelFlex                                                             0.429343
## ModelFlying Spur                                                      9.73e-12
## ModelFocus                                                            0.039860
## ModelFocus RS                                                         0.043976
## ModelFocus ST                                                         0.003117
## ModelForenza                                                          2.03e-07
## ModelForester                                                         0.021400
## ModelForte                                                            5.84e-05
## ModelFox                                                              0.069188
## ModelFR-S                                                             5.72e-08
## ModelFreelander                                                       1.24e-08
## ModelFreestar                                                         0.363149
## ModelFreestyle                                                        0.745453
## ModelFrontier                                                         5.16e-06
## ModelFusion                                                           0.477565
## ModelFusion Hybrid                                                    0.106937
## ModelFX                                                               0.157719
## ModelFX35                                                             0.157336
## ModelFX45                                                             0.601203
## ModelFX50                                                             0.080833
## ModelG Convertible                                                    0.239986
## ModelG Coupe                                                          0.836777
## ModelG Sedan                                                          0.828506
## ModelG-Class                                                          0.043752
## ModelG20                                                              0.251798
## ModelG3                                                               0.103908
## ModelG35                                                              0.453825
## ModelG37                                                              0.280987
## ModelG37 Convertible                                                  0.254217
## ModelG37 Coupe                                                        0.906628
## ModelG37 Sedan                                                        0.456450
## ModelG5                                                               0.910438
## ModelG6                                                               7.69e-05
## ModelG8                                                               0.102347
## ModelG80                                                                    NA
## ModelGalant                                                           0.027686
## ModelGallardo                                                          < 2e-16
## ModelGenesis                                                          0.523482
## ModelGenesis Coupe                                                    0.000119
## ModelGhibli                                                           0.065470
## ModelGhost                                                            0.834810
## ModelGhost Series II                                                  0.441246
## ModelGL-Class                                                          < 2e-16
## ModelGLA-Class                                                         < 2e-16
## ModelGLC-Class                                                         < 2e-16
## ModelGLE-Class                                                         < 2e-16
## ModelGLE-Class Coupe                                                   < 2e-16
## ModelGLI                                                              0.630563
## ModelGLK-Class                                                         < 2e-16
## ModelGLS-Class                                                        1.53e-15
## ModelGolf                                                             0.895208
## ModelGolf Alltrack                                                    0.477812
## ModelGolf GTI                                                         0.727075
## ModelGolf R                                                           0.893887
## ModelGolf SportWagen                                                  0.643547
## ModelGrand Am                                                         4.23e-06
## ModelGrand Caravan                                                    0.895689
## ModelGrand Prix                                                       0.014083
## ModelGrand Vitara                                                     0.000729
## ModelGrand Voyager                                                    0.780233
## ModelGranSport                                                        0.805539
## ModelGranTurismo                                                      0.464788
## ModelGranTurismo Convertible                                          0.411305
## ModelGS 200t                                                          0.034816
## ModelGS 300                                                           0.014008
## ModelGS 350                                                           6.56e-05
## ModelGS 400                                                           2.33e-08
## ModelGS 430                                                           0.168501
## ModelGS 450h                                                          0.411904
## ModelGS 460                                                           0.053065
## ModelGS F                                                             0.259171
## ModelGT                                                                < 2e-16
## ModelGT-R                                                              < 2e-16
## ModelGTI                                                              0.553955
## ModelGTO                                                              0.036579
## ModelGX 460                                                           0.010789
## ModelGX 470                                                           0.105492
## ModelH3                                                               6.46e-07
## ModelH3T                                                                    NA
## ModelHHR                                                               < 2e-16
## ModelHighlander                                                       1.84e-09
## ModelHighlander Hybrid                                                1.68e-09
## ModelHorizon                                                          0.184700
## ModelHR-V                                                             0.000506
## ModelHS 250h                                                          8.33e-05
## ModelHuracan                                                          2.29e-16
## Modeli-MiEV                                                           6.08e-06
## Modeli3                                                               0.002312
## ModelI30                                                              0.015446
## ModelI35                                                              0.471539
## ModeliA                                                               0.819350
## ModelILX                                                              0.000137
## ModelILX Hybrid                                                       0.042505
## ModeliM                                                               0.494738
## ModelImpala                                                            < 2e-16
## ModelImpala Limited                                                    < 2e-16
## ModelImperial                                                         0.251334
## ModelImpreza                                                          0.049873
## ModelImpreza WRX                                                      0.888206
## ModelInsight                                                          0.006892
## ModelIntegra                                                          0.006332
## ModelIntrepid                                                         0.549749
## ModelIntrigue                                                         0.740195
## ModeliQ                                                               0.847161
## ModelIS 200t                                                          6.54e-05
## ModelIS 250                                                           1.47e-07
## ModelIS 250 C                                                         7.37e-07
## ModelIS 300                                                           2.17e-08
## ModelIS 350                                                           2.44e-12
## ModelIS 350 C                                                         7.87e-08
## ModelIS F                                                             0.000262
## ModelJ30                                                              0.000249
## ModelJetta                                                            0.936091
## ModelJetta GLI                                                        0.637268
## ModelJetta Hybrid                                                     0.870180
## ModelJetta SportWagen                                                 0.597400
## ModelJimmy                                                             < 2e-16
## ModelJourney                                                          0.665992
## ModelJuke                                                             0.002553
## ModelJusty                                                            6.24e-05
## ModelJX                                                               0.076675
## ModelK900                                                             2.32e-05
## ModelKizashi                                                          0.373206
## ModelLaCrosse                                                         1.15e-05
## ModelLancer                                                           0.000106
## ModelLancer Evolution                                                 0.089311
## ModelLancer Sportback                                                 0.000183
## ModelLand Cruiser                                                      < 2e-16
## ModelLaser                                                            0.472690
## ModelLe Baron                                                         0.260869
## ModelLe Mans                                                          5.10e-15
## ModelLeaf                                                             0.883391
## ModelLegacy                                                           0.815386
## ModelLegend                                                           5.61e-05
## ModelLeSabre                                                          1.65e-08
## ModelLevante                                                          0.031766
## ModelLFA                                                               < 2e-16
## ModelLHS                                                              0.226917
## ModelLoyale                                                           0.000178
## ModelLR2                                                              5.66e-08
## ModelLR3                                                              0.075478
## ModelLR4                                                              0.000339
## ModelLS                                                               0.004600
## ModelLS 400                                                           0.002960
## ModelLS 430                                                           0.975091
## ModelLS 460                                                           0.777688
## ModelLS 600h L                                                        0.002027
## ModelLSS                                                              0.156328
## ModelLTD Crown Victoria                                               0.809116
## ModelLucerne                                                           < 2e-16
## ModelLumina                                                            < 2e-16
## ModelLumina Minivan                                                   3.72e-08
## ModelLX 450                                                           0.109933
## ModelLX 470                                                           0.002388
## ModelLX 570                                                           0.255294
## ModelM                                                                0.003305
## ModelM-Class                                                           < 2e-16
## ModelM2                                                               0.699850
## ModelM3                                                               0.001196
## ModelM30                                                              0.010900
## ModelM35                                                              0.037697
## ModelM37                                                              0.180263
## ModelM4                                                               2.05e-05
## ModelM45                                                              0.003112
## ModelM5                                                               0.000118
## ModelM56                                                              0.019275
## ModelM6                                                                < 2e-16
## ModelM6 Gran Coupe                                                    7.65e-16
## ModelMacan                                                            6.62e-11
## ModelMagnum                                                           0.570313
## ModelMalibu                                                            < 2e-16
## ModelMalibu Classic                                                    < 2e-16
## ModelMalibu Hybrid                                                     < 2e-16
## ModelMalibu Limited                                                    < 2e-16
## ModelMalibu Maxx                                                       < 2e-16
## ModelMark LT                                                          2.27e-11
## ModelMark VII                                                          < 2e-16
## ModelMark VIII                                                         < 2e-16
## ModelMatrix                                                           0.021185
## ModelMaxima                                                           0.110913
## ModelMaybach                                                          0.848069
## ModelMazdaspeed 3                                                     0.101247
## ModelMazdaspeed 6                                                     8.49e-09
## ModelMazdaspeed MX-5 Miata                                            1.38e-05
## ModelMazdaspeed Protege                                               0.004386
## ModelMDX                                                              0.000539
## ModelMetris                                                            < 2e-16
## ModelMetro                                                             < 2e-16
## ModelMighty Max Pickup                                                0.455248
## ModelMillenia                                                         9.89e-14
## ModelMirage                                                           2.99e-07
## ModelMirage G4                                                        6.80e-06
## ModelMKC                                                              2.53e-05
## ModelMKS                                                              8.53e-12
## ModelMKT                                                              5.09e-07
## ModelMKX                                                              7.05e-05
## ModelMKZ                                                              0.000246
## ModelMKZ Hybrid                                                       0.022406
## ModelML55 AMG                                                         2.75e-10
## ModelModel S                                                                NA
## ModelMonaco                                                           0.303017
## ModelMontana                                                          6.88e-06
## ModelMontana SV6                                                      0.008003
## ModelMonte Carlo                                                       < 2e-16
## ModelMontero                                                          0.437176
## ModelMontero Sport                                                    0.714439
## ModelMP4-12C                                                                NA
## ModelMPV                                                              5.81e-06
## ModelMR2                                                              1.45e-05
## ModelMR2 Spyder                                                       2.27e-05
## ModelMulsanne                                                         0.078654
## ModelMurano                                                           2.17e-05
## ModelMurano CrossCabriolet                                            4.13e-07
## ModelMurcielago                                                             NA
## ModelMustang                                                          0.016341
## ModelMustang SVT Cobra                                                0.135611
## ModelMX-3                                                             1.17e-11
## ModelMX-5 Miata                                                       1.31e-06
## ModelMX-6                                                             4.93e-07
## ModelNavajo                                                           2.66e-15
## ModelNavigator                                                        0.323470
## ModelNeon                                                             0.709617
## ModelNew Beetle                                                       0.831322
## ModelNew Yorker                                                       0.724081
## ModelNinety-Eight                                                     0.580999
## ModelNitro                                                            0.866543
## ModelNSX                                                               < 2e-16
## ModelNV200                                                            0.825778
## ModelNX                                                               0.003034
## ModelNX 200t                                                          3.16e-08
## ModelNX 300h                                                          3.11e-07
## ModelOdyssey                                                          0.737930
## ModelOptima                                                           0.753593
## ModelOptima Hybrid                                                    0.351087
## ModelOutback                                                          2.40e-05
## ModelOutlander                                                        0.012830
## ModelOutlander Sport                                                  0.001216
## ModelPacifica                                                         0.177103
## ModelPanamera                                                               NA
## ModelPark Avenue                                                       < 2e-16
## ModelPark Ward                                                        8.66e-06
## ModelPaseo                                                            1.02e-06
## ModelPassat                                                           0.414757
## ModelPassport                                                         0.257584
## ModelPathfinder                                                       0.013605
## ModelPhaeton                                                          2.94e-05
## ModelPhantom                                                          7.10e-13
## ModelPhantom Coupe                                                    1.15e-09
## ModelPhantom Drophead Coupe                                           1.26e-08
## ModelPickup                                                           1.16e-12
## ModelPilot                                                            0.746864
## ModelPrecis                                                           0.981364
## ModelPrelude                                                          0.542725
## ModelPrevia                                                           0.000489
## ModelPrius                                                            3.53e-07
## ModelPrius c                                                          0.003408
## ModelPrius Prime                                                      2.96e-05
## ModelPrius v                                                          0.000259
## ModelPrizm                                                             < 2e-16
## ModelProbe                                                            0.796638
## ModelProtege                                                          0.001353
## ModelProtege5                                                         0.001256
## ModelProwler                                                          2.85e-07
## ModelPT Cruiser                                                       0.734239
## ModelPulsar                                                           0.011748
## ModelQ3                                                               0.958806
## ModelQ40                                                              0.056109
## ModelQ45                                                              7.58e-06
## ModelQ5                                                               0.192427
## ModelQ50                                                              0.771688
## ModelQ60 Convertible                                                  0.105588
## ModelQ60 Coupe                                                        0.772481
## ModelQ7                                                               0.052632
## ModelQ70                                                              0.021132
## ModelQuattroporte                                                     0.885549
## ModelQuest                                                            0.127818
## ModelQX                                                               0.002174
## ModelQX4                                                              0.073046
## ModelQX50                                                             0.000217
## ModelQX56                                                             9.78e-05
## ModelQX60                                                             0.049165
## ModelQX70                                                             0.053973
## ModelQX80                                                             0.000138
## ModelR-Class                                                           < 2e-16
## ModelR32                                                              0.326154
## ModelR8                                                               3.63e-12
## ModelRabbit                                                           0.501671
## ModelRaider                                                           0.001729
## ModelRainier                                                          3.56e-09
## ModelRally Wagon                                                      3.16e-09
## ModelRAM 150                                                          0.480912
## ModelRAM 250                                                          0.492279
## ModelRam 50 Pickup                                                    0.123602
## ModelRam Cargo                                                        0.662303
## ModelRam Pickup 1500                                                  0.854472
## ModelRam Van                                                          0.984268
## ModelRam Wagon                                                        0.848207
## ModelRamcharger                                                       0.339506
## ModelRange Rover                                                       < 2e-16
## ModelRange Rover Evoque                                               0.000497
## ModelRange Rover Sport                                                      NA
## ModelRanger                                                           0.107532
## ModelRapide                                                           0.424534
## ModelRapide S                                                         0.053841
## ModelRAV4                                                             6.68e-07
## ModelRAV4 EV                                                          9.79e-08
## ModelRAV4 Hybrid                                                      0.006507
## ModelRC 200t                                                          6.92e-06
## ModelRC 300                                                           6.90e-05
## ModelRC 350                                                           1.02e-11
## ModelRC F                                                             1.37e-07
## ModelRDX                                                              3.10e-08
## ModelReatta                                                           0.508056
## ModelRegal                                                            0.035700
## ModelRegency                                                          0.075732
## ModelRendezvous                                                       0.018177
## ModelReno                                                             4.46e-10
## ModelRidgeline                                                        1.93e-05
## ModelRio                                                              4.68e-08
## ModelRiviera                                                          0.088577
## ModelRL                                                               0.828764
## ModelRLX                                                              0.705150
## ModelRoadmaster                                                       0.255274
## ModelRogue                                                            0.410665
## ModelRogue Select                                                     0.018119
## ModelRondo                                                            0.015782
## ModelRoutan                                                           0.067811
## ModelRS 4                                                             0.000454
## ModelRS 5                                                             0.016384
## ModelRS 7                                                             0.000449
## ModelRSX                                                              2.18e-08
## ModelRX 300                                                           2.85e-05
## ModelRX 330                                                           2.28e-05
## ModelRX 350                                                           3.62e-06
## ModelRX 400h                                                          4.59e-06
## ModelRX 450h                                                          8.04e-07
## ModelRX-7                                                              < 2e-16
## ModelRX-8                                                             6.79e-11
## ModelS-10                                                              < 2e-16
## ModelS-10 Blazer                                                      4.83e-14
## ModelS-15                                                             5.25e-07
## ModelS-15 Jimmy                                                       2.10e-06
## ModelS-Class                                                          0.000131
## ModelS2000                                                                  NA
## ModelS3                                                               0.149690
## ModelS4                                                               0.041497
## ModelS40                                                              0.646825
## ModelS5                                                               0.012210
## ModelS6                                                               0.006214
## ModelS60                                                              0.245814
## ModelS60 Cross Country                                                0.054953
## ModelS7                                                               0.001763
## ModelS70                                                              0.317170
## ModelS8                                                               4.67e-05
## ModelS80                                                              0.032410
## ModelS90                                                              0.067461
## ModelSafari                                                           6.96e-06
## ModelSafari Cargo                                                     0.000432
## ModelSamurai                                                          0.004920
## ModelSanta Fe                                                         0.664103
## ModelSanta Fe Sport                                                   0.881374
## ModelSavana                                                           1.90e-10
## ModelSavana Cargo                                                     2.27e-06
## ModelSC 300                                                           1.26e-05
## ModelSC 400                                                           5.21e-08
## ModelSC 430                                                                 NA
## ModelScoupe                                                           0.100153
## ModelSebring                                                          0.267489
## ModelSedona                                                           0.304304
## ModelSentra                                                           0.000389
## ModelSephia                                                           0.004424
## ModelSequoia                                                           < 2e-16
## ModelSeville                                                          0.130531
## ModelShadow                                                           0.178936
## ModelShelby GT350                                                     0.726554
## ModelShelby GT500                                                     0.122495
## ModelSidekick                                                         0.484646
## ModelSienna                                                           7.00e-06
## ModelSierra 1500                                                       < 2e-16
## ModelSierra 1500 Classic                                               < 2e-16
## ModelSierra 1500 Hybrid                                                < 2e-16
## ModelSierra 1500HD                                                     < 2e-16
## ModelSierra Classic 1500                                              0.808791
## ModelSilhouette                                                       0.000198
## ModelSilver Seraph                                                    0.002186
## ModelSilverado 1500                                                    < 2e-16
## ModelSilverado 1500 Classic                                            < 2e-16
## ModelSilverado 1500 Hybrid                                             < 2e-16
## ModelSixty Special                                                    1.83e-07
## ModelSkylark                                                          0.309413
## ModelSL-Class                                                         6.96e-07
## ModelSLC-Class                                                         < 2e-16
## ModelSLK-Class                                                         < 2e-16
## ModelSLR McLaren                                                       < 2e-16
## ModelSLS AMG                                                          0.291368
## ModelSLS AMG GT                                                             NA
## ModelSLX                                                              0.000252
## ModelSolstice                                                         0.013328
## ModelSonata                                                           0.072773
## ModelSonata Hybrid                                                    0.004379
## ModelSonic                                                             < 2e-16
## ModelSonoma                                                            < 2e-16
## ModelSorento                                                          2.08e-05
## ModelSoul                                                             2.26e-05
## ModelSoul EV                                                          0.510152
## ModelSpark                                                             < 2e-16
## ModelSpark EV                                                          < 2e-16
## ModelSpectra                                                          7.17e-05
## ModelSpirit                                                           0.152925
## ModelSportage                                                               NA
## ModelSportvan                                                         3.34e-16
## ModelSpyder                                                           0.444782
## ModelSQ5                                                              0.785501
## ModelSRT Viper                                                        0.019028
## ModelSRX                                                              0.000597
## ModelSS                                                                < 2e-16
## ModelSSR                                                              7.84e-07
## ModelStanza                                                           0.003066
## ModelStealth                                                          0.275278
## ModelStratus                                                          0.708581
## ModelSTS                                                              0.044095
## ModelSTS-V                                                            0.064917
## ModelSuburban                                                         2.09e-12
## ModelSunbird                                                          1.34e-11
## ModelSundance                                                         0.127003
## ModelSunfire                                                          7.72e-05
## ModelSuperamerica                                                           NA
## ModelSupersports Convertible ISR                                      5.11e-05
## ModelSupra                                                             < 2e-16
## ModelSVX                                                              0.735620
## ModelSwift                                                            7.54e-08
## ModelSX4                                                              1.25e-07
## ModelSyclone                                                          0.000509
## ModelT100                                                             9.34e-13
## ModelTacoma                                                           0.001801
## ModelTahoe                                                            5.73e-09
## ModelTahoe Hybrid                                                     1.01e-08
## ModelTahoe Limited/Z71                                                2.81e-10
## ModelTaurus                                                           0.219904
## ModelTaurus X                                                         0.926968
## ModeltC                                                               0.000504
## ModelTC                                                               0.697180
## ModelTempo                                                            0.105144
## ModelTercel                                                           1.93e-08
## ModelTerrain                                                          8.05e-09
## ModelTerraza                                                          0.000798
## ModelThunderbird                                                      0.330673
## ModelTiburon                                                          0.010001
## ModelTiguan                                                           0.269711
## ModelTitan                                                            0.863529
## ModelTL                                                               0.015688
## ModelTLX                                                              0.004148
## ModelToronado                                                               NA
## ModelTorrent                                                          0.005250
## ModelTouareg                                                          0.007789
## ModelTouareg 2                                                        0.024912
## ModelTown and Country                                                 0.103362
## ModelTown Car                                                               NA
## ModelTracker                                                           < 2e-16
## ModelTrailBlazer                                                       < 2e-16
## ModelTrailBlazer EXT                                                   < 2e-16
## ModelTrans Sport                                                      0.387509
## ModelTransit Connect                                                  0.542432
## ModelTransit Wagon                                                    0.139519
## ModelTraverse                                                          < 2e-16
## ModelTrax                                                              < 2e-16
## ModelTribeca                                                          4.83e-05
## ModelTribute                                                          7.69e-09
## ModelTribute Hybrid                                                   3.53e-09
## ModelTruck                                                            1.44e-07
## ModelTSX                                                              0.003432
## ModelTSX Sport Wagon                                                  0.014479
## ModelTT                                                               0.031468
## ModelTT RS                                                            0.010411
## ModelTTS                                                              0.018204
## ModelTucson                                                           0.188569
## ModelTundra                                                           0.003514
## ModelTyphoon                                                          1.29e-11
## ModelUplander                                                         1.00e-13
## ModelV12 Vanquish                                                     0.008725
## ModelV12 Vantage                                                      0.454578
## ModelV12 Vantage S                                                    0.000126
## ModelV40                                                              0.448582
## ModelV50                                                              0.493647
## ModelV60                                                              0.135698
## ModelV60 Cross Country                                                0.023111
## ModelV70                                                              0.270708
## ModelV8                                                               0.884007
## ModelV8 Vantage                                                       8.72e-11
## ModelV90                                                              0.360879
## ModelVan                                                              0.045778
## ModelVanagon                                                          0.133973
## ModelVandura                                                          3.98e-06
## ModelVanquish                                                         0.035269
## ModelVanwagon                                                               NA
## ModelVeloster                                                         3.84e-06
## ModelVenture                                                          1.93e-09
## ModelVenza                                                            1.00e-06
## ModelVeracruz                                                         0.500370
## ModelVerano                                                                 NA
## ModelVerona                                                           0.037354
## ModelVersa                                                             < 2e-16
## ModelVersa Note                                                       2.81e-10
## ModelVeyron 16.4                                                            NA
## ModelVibe                                                                   NA
## ModelVigor                                                            0.000730
## ModelViper                                                            0.070767
## ModelVirage                                                                 NA
## ModelVitara                                                           0.023843
## ModelVoyager                                                          0.791747
## ModelWindstar                                                         0.015700
## ModelWindstar Cargo                                                         NA
## ModelWraith                                                                 NA
## ModelWRX                                                              0.859863
## ModelX-90                                                             0.051496
## ModelX1                                                               0.001510
## ModelX3                                                               0.058467
## ModelX4                                                               0.138349
## ModelX5                                                               0.718429
## ModelX5 M                                                             0.454469
## ModelX6                                                               0.749827
## ModelX6 M                                                             0.609289
## ModelxA                                                               0.035253
## ModelxB                                                               0.483267
## ModelXC                                                               0.803479
## ModelXC60                                                             0.000388
## ModelXC70                                                             0.000251
## ModelXC90                                                                   NA
## ModelxD                                                                     NA
## ModelXG300                                                            0.745130
## ModelXG350                                                                  NA
## ModelXL-7                                                             0.510759
## ModelXL7                                                                    NA
## ModelXLR                                                               < 2e-16
## ModelXLR-V                                                            5.79e-07
## ModelXT                                                               0.022951
## ModelXT5                                                              0.002388
## ModelXterra                                                                 NA
## ModelXTS                                                                    NA
## ModelXV Crosstrek                                                           NA
## ModelYaris                                                            0.670835
## ModelYaris iA                                                               NA
## ModelYukon                                                            0.207573
## ModelYukon Denali                                                     0.030149
## ModelYukon Hybrid                                                     0.480674
## ModelYukon XL                                                               NA
## ModelZ3                                                               3.81e-05
## ModelZ4                                                               1.04e-08
## ModelZ4 M                                                             0.015332
## ModelZ8                                                                < 2e-16
## ModelZDX                                                                    NA
## Year1991                                                              0.924811
## Year1992                                                              0.566559
## Year1993                                                              0.901958
## Year1994                                                              0.883813
## Year1995                                                              0.114558
## Year1996                                                              0.000571
## Year1997                                                              0.000103
## Year1998                                                              3.95e-09
## Year1999                                                              9.61e-15
## Year2000                                                               < 2e-16
## Year2001                                                               < 2e-16
## Year2002                                                               < 2e-16
## Year2003                                                               < 2e-16
## Year2004                                                               < 2e-16
## Year2005                                                               < 2e-16
## Year2006                                                               < 2e-16
## Year2007                                                               < 2e-16
## Year2008                                                               < 2e-16
## Year2009                                                               < 2e-16
## Year2010                                                               < 2e-16
## Year2011                                                               < 2e-16
## Year2012                                                               < 2e-16
## Year2013                                                               < 2e-16
## Year2014                                                               < 2e-16
## Year2015                                                               < 2e-16
## Year2016                                                               < 2e-16
## Year2017                                                               < 2e-16
## Engine.Fuel.Typediesel                                                0.012325
## Engine.Fuel.Typeelectric                                              2.42e-07
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)          0.386121
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)             0.626826
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                              0.636391
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                      0.004746
## Engine.Fuel.Typenatural gas                                           0.003128
## Engine.Fuel.Typepremium unleaded (recommended)                        0.341473
## Engine.Fuel.Typepremium unleaded (required)                           0.554512
## Engine.Fuel.Typeregular unleaded                                      0.712317
## Engine.HP                                                              < 2e-16
## Engine.Cylinders                                                      0.002035
## Transmission.TypeAUTOMATIC                                            0.194296
## Transmission.TypeDIRECT_DRIVE                                         0.327815
## Transmission.TypeMANUAL                                                < 2e-16
## Transmission.TypeUNKNOWN                                              0.002689
## Driven_Wheelsfour wheel drive                                         0.000916
## Driven_Wheelsfront wheel drive                                         < 2e-16
## Driven_Wheelsrear wheel drive                                          < 2e-16
## Number.of.Doors2                                                      0.025081
## Number.of.Doors3                                                      0.137038
## Number.of.Doors4                                                      0.265052
## Market.CategoryCrossover,Diesel                                       0.492004
## Market.CategoryCrossover,Exotic,Luxury,High-Performance               0.829457
## Market.CategoryCrossover,Exotic,Luxury,Performance                          NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance        4.23e-08
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance             6.57e-06
## Market.CategoryCrossover,Factory Tuner,Performance                    0.344205
## Market.CategoryCrossover,Flex Fuel                                    0.874639
## Market.CategoryCrossover,Flex Fuel,Luxury                             0.004027
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                 0.001664
## Market.CategoryCrossover,Flex Fuel,Performance                        0.005950
## Market.CategoryCrossover,Hatchback                                    0.776473
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance          0.002104
## Market.CategoryCrossover,Hatchback,Luxury                                   NA
## Market.CategoryCrossover,Hatchback,Performance                        0.051652
## Market.CategoryCrossover,Hybrid                                       1.31e-07
## Market.CategoryCrossover,Luxury                                       0.000435
## Market.CategoryCrossover,Luxury,Diesel                                0.000646
## Market.CategoryCrossover,Luxury,High-Performance                      5.08e-08
## Market.CategoryCrossover,Luxury,Hybrid                                1.55e-06
## Market.CategoryCrossover,Luxury,Performance                           0.000136
## Market.CategoryCrossover,Luxury,Performance,Hybrid                          NA
## Market.CategoryCrossover,Performance                                  0.058546
## Market.CategoryDiesel                                                 0.773325
## Market.CategoryDiesel,Luxury                                          0.827257
## Market.CategoryExotic,Factory Tuner,High-Performance                  8.64e-14
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance           0.699376
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                0.949275
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance 0.703845
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance               0.187047
## Market.CategoryExotic,High-Performance                                1.39e-11
## Market.CategoryExotic,Luxury                                          0.579669
## Market.CategoryExotic,Luxury,High-Performance                         0.206238
## Market.CategoryExotic,Luxury,Performance                                    NA
## Market.CategoryExotic,Performance                                           NA
## Market.CategoryFactory Tuner,High-Performance                         0.005334
## Market.CategoryFactory Tuner,Luxury,High-Performance                  0.125791
## Market.CategoryFactory Tuner,Luxury,Performance                       0.862796
## Market.CategoryFactory Tuner,Performance                              0.296722
## Market.CategoryFlex Fuel                                              0.053296
## Market.CategoryFlex Fuel,Diesel                                       0.966506
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance        0.103314
## Market.CategoryFlex Fuel,Hybrid                                       0.072794
## Market.CategoryFlex Fuel,Luxury                                       0.578181
## Market.CategoryFlex Fuel,Luxury,High-Performance                      0.680805
## Market.CategoryFlex Fuel,Luxury,Performance                           0.700733
## Market.CategoryFlex Fuel,Performance                                  0.703601
## Market.CategoryFlex Fuel,Performance,Hybrid                           0.377740
## Market.CategoryHatchback                                              0.969401
## Market.CategoryHatchback,Diesel                                       0.726649
## Market.CategoryHatchback,Factory Tuner,High-Performance               0.003212
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance             0.006195
## Market.CategoryHatchback,Factory Tuner,Performance                    0.021024
## Market.CategoryHatchback,Flex Fuel                                    0.852738
## Market.CategoryHatchback,Hybrid                                             NA
## Market.CategoryHatchback,Luxury                                       0.275612
## Market.CategoryHatchback,Luxury,Hybrid                                      NA
## Market.CategoryHatchback,Luxury,Performance                           0.210230
## Market.CategoryHatchback,Performance                                  0.158814
## Market.CategoryHigh-Performance                                       0.561526
## Market.CategoryHybrid                                                 0.000984
## Market.CategoryLuxury                                                 0.656498
## Market.CategoryLuxury,High-Performance                                0.987291
## Market.CategoryLuxury,High-Performance,Hybrid                         0.611598
## Market.CategoryLuxury,Hybrid                                          0.640475
## Market.CategoryLuxury,Performance                                     0.873863
## Market.CategoryLuxury,Performance,Hybrid                              0.903312
## Market.CategoryN/A                                                    0.319424
## Market.CategoryPerformance                                            0.607619
## Vehicle.SizeLarge                                                     0.058640
## Vehicle.SizeMidsize                                                   0.392429
## Vehicle.Style2dr SUV                                                  0.013607
## Vehicle.Style4dr Hatchback                                            0.136497
## Vehicle.Style4dr SUV                                                  0.033295
## Vehicle.StyleCargo Minivan                                            0.167844
## Vehicle.StyleCargo Van                                                0.598640
## Vehicle.StyleConvertible                                               < 2e-16
## Vehicle.StyleConvertible SUV                                                NA
## Vehicle.StyleCoupe                                                    3.42e-05
## Vehicle.StyleCrew Cab Pickup                                           < 2e-16
## Vehicle.StyleExtended Cab Pickup                                      2.03e-06
## Vehicle.StylePassenger Minivan                                        0.772131
## Vehicle.StylePassenger Van                                                  NA
## Vehicle.StyleRegular Cab Pickup                                             NA
## Vehicle.StyleSedan                                                    0.205207
## Vehicle.StyleWagon                                                          NA
## highway.MPG                                                           0.956628
## city.mpg                                                              0.308135
## Popularity                                                                  NA
##                                                                          
## (Intercept)                                                           ***
## MakeAlfa Romeo                                                        *  
## MakeAston Martin                                                      ***
## MakeAudi                                                              ***
## MakeBentley                                                           ***
## MakeBMW                                                               ** 
## MakeBugatti                                                           ***
## MakeBuick                                                             ***
## MakeCadillac                                                             
## MakeChevrolet                                                         ***
## MakeChrysler                                                          ***
## MakeDodge                                                             ** 
## MakeFerrari                                                           ***
## MakeFIAT                                                              ***
## MakeFord                                                              ***
## MakeGenesis                                                           *  
## MakeGMC                                                                  
## MakeHonda                                                             ***
## MakeHUMMER                                                            ***
## MakeHyundai                                                           ***
## MakeInfiniti                                                          *  
## MakeKia                                                               ***
## MakeLamborghini                                                       ***
## MakeLand Rover                                                        .  
## MakeLexus                                                             *  
## MakeLincoln                                                              
## MakeLotus                                                             *  
## MakeMaserati                                                          ***
## MakeMaybach                                                           ***
## MakeMazda                                                             ***
## MakeMcLaren                                                           ***
## MakeMercedes-Benz                                                     ***
## MakeMitsubishi                                                           
## MakeNissan                                                            ***
## MakeOldsmobile                                                        ***
## MakePlymouth                                                          ** 
## MakePontiac                                                           ***
## MakePorsche                                                           ***
## MakeRolls-Royce                                                       ***
## MakeSaab                                                              ***
## MakeScion                                                             ***
## MakeSpyker                                                            ***
## MakeSubaru                                                            ***
## MakeSuzuki                                                            ***
## MakeTesla                                                             *  
## MakeToyota                                                            ***
## MakeVolkswagen                                                        ** 
## MakeVolvo                                                             ***
## Model100                                                                 
## Model124 Spider                                                          
## Model190-Class                                                        ***
## Model2                                                                   
## Model2 Series                                                         ** 
## Model200                                                                 
## Model200SX                                                               
## Model240                                                                 
## Model240SX                                                            ***
## Model3                                                                ***
## Model3 Series                                                         .  
## Model3 Series Gran Turismo                                               
## Model300                                                                 
## Model300-Class                                                        ***
## Model3000GT                                                           ** 
## Model300M                                                                
## Model300ZX                                                            ***
## Model323                                                              ***
## Model350-Class                                                        ***
## Model350Z                                                             ***
## Model360                                                              ** 
## Model370Z                                                             .  
## Model4 Series                                                         ***
## Model4 Series Gran Coupe                                              ** 
## Model400-Class                                                        ***
## Model420-Class                                                        ***
## Model456M                                                                
## Model458 Italia                                                       .  
## Model4C                                                                  
## Model4Runner                                                          ***
## Model5                                                                ** 
## Model5 Series                                                         ***
## Model5 Series Gran Turismo                                            ***
## Model500                                                              *  
## Model500-Class                                                        ***
## Model500e                                                                
## Model500L                                                                
## Model500X                                                                
## Model550                                                                 
## Model560-Class                                                        ***
## Model57                                                               *  
## Model575M                                                                
## Model599                                                                 
## Model6                                                                ***
## Model6 Series                                                         ***
## Model6 Series Gran Coupe                                              ***
## Model600-Class                                                        ***
## Model6000                                                             ***
## Model612 Scaglietti                                                      
## Model62                                                                  
## Model626                                                              ***
## Model7 Series                                                         ***
## Model718 Cayman                                                       ***
## Model740                                                                 
## Model760                                                                 
## Model780                                                                 
## Model8 Series                                                         ***
## Model80                                                                  
## Model850                                                                 
## Model86                                                               .  
## Model9-2X                                                             ** 
## Model9-3                                                              ***
## Model9-3 Griffin                                                      ***
## Model9-4X                                                                
## Model9-5                                                              ***
## Model9-7X                                                             ***
## Model90                                                                  
## Model900                                                                 
## Model9000                                                                
## Model911                                                                 
## Model928                                                              ** 
## Model929                                                              ***
## Model940                                                                 
## Model944                                                              ***
## Model960                                                                 
## Model968                                                              ***
## ModelA3                                                               .  
## ModelA4                                                               *  
## ModelA4 allroad                                                       *  
## ModelA5                                                               *  
## ModelA6                                                               ***
## ModelA7                                                               ***
## ModelA8                                                               ***
## ModelAcadia                                                           ***
## ModelAcadia Limited                                                      
## ModelAccent                                                           ***
## ModelAcclaim                                                             
## ModelAccord                                                           ** 
## ModelAccord Crosstour                                                    
## ModelAccord Hybrid                                                    *  
## ModelAccord Plug-In Hybrid                                               
## ModelAchieva                                                             
## ModelActiveHybrid 5                                                   ** 
## ModelActiveHybrid 7                                                   ***
## ModelActiveHybrid X6                                                  ***
## ModelAerio                                                            ***
## ModelAerostar                                                            
## ModelAlero                                                               
## ModelAllante                                                          ***
## Modelallroad                                                          ** 
## Modelallroad quattro                                                     
## ModelAlpina                                                           ***
## ModelALPINA B6 Gran Coupe                                             ***
## ModelALPINA B7                                                        ***
## ModelAltima                                                              
## ModelAltima Hybrid                                                       
## ModelAmanti                                                              
## ModelAMG GT                                                           ***
## ModelArmada                                                           ***
## ModelArnage                                                           ***
## ModelAspen                                                            .  
## ModelAspire                                                              
## ModelAstro                                                            ***
## ModelAstro Cargo                                                      ***
## ModelATS                                                              ***
## ModelATS Coupe                                                        ***
## ModelATS-V                                                            ***
## ModelAurora                                                           ***
## ModelAvalanche                                                        ***
## ModelAvalon                                                           ***
## ModelAvalon Hybrid                                                    ***
## ModelAvenger                                                             
## ModelAventador                                                           
## ModelAveo                                                             ***
## ModelAviator                                                             
## ModelAxxess                                                              
## ModelAzera                                                               
## ModelAztek                                                            ** 
## ModelAzure                                                               
## ModelB-Class Electric Drive                                           ***
## ModelB-Series                                                         ***
## ModelB-Series Pickup                                                  ***
## ModelB-Series Truck                                                   ***
## ModelB9 Tribeca                                                       ***
## ModelBaja                                                                
## ModelBeetle                                                              
## ModelBeetle Convertible                                                  
## ModelBeretta                                                          ***
## ModelBlack Diamond Avalanche                                          ***
## ModelBlackwood                                                           
## ModelBlazer                                                           ***
## ModelBolt EV                                                          ***
## ModelBonneville                                                       ***
## ModelBorrego                                                             
## ModelBoxster                                                          ***
## ModelBravada                                                          ***
## ModelBreeze                                                              
## ModelBronco                                                           ** 
## ModelBronco II                                                           
## ModelBrooklands                                                          
## ModelBrougham                                                         ***
## ModelBRZ                                                                 
## ModelC-Class                                                          ***
## ModelC-Max Hybrid                                                     ** 
## ModelC/K 1500 Series                                                  ***
## ModelC/K 2500 Series                                                  ***
## ModelC30                                                                 
## ModelC36 AMG                                                          ***
## ModelC43 AMG                                                          ***
## ModelC70                                                                 
## ModelC8                                                                  
## ModelCabrio                                                              
## ModelCabriolet                                                           
## ModelCadenza                                                          *  
## ModelCaliber                                                             
## ModelCalifornia                                                       ***
## ModelCalifornia T                                                     ***
## ModelCamaro                                                           ***
## ModelCamry                                                            ***
## ModelCamry Hybrid                                                     *  
## ModelCamry Solara                                                     ***
## ModelCanyon                                                           ***
## ModelCaprice                                                          ***
## ModelCaptiva Sport                                                    ***
## ModelCaravan                                                             
## ModelCarrera GT                                                       ***
## ModelCascada                                                          ** 
## ModelCatera                                                           ***
## ModelCavalier                                                         ***
## ModelCayenne                                                          ***
## ModelCayman                                                           ***
## ModelCayman S                                                         *  
## ModelCC                                                                  
## ModelCelebrity                                                        ***
## ModelCelica                                                           ***
## ModelCentury                                                             
## ModelChallenger                                                          
## ModelCharger                                                             
## ModelChevy Van                                                        ***
## ModelCiera                                                               
## ModelCirrus                                                              
## ModelCity Express                                                     ***
## ModelCivic                                                            ***
## ModelCivic CRX                                                           
## ModelCivic del Sol                                                       
## ModelCL                                                               ** 
## ModelCL-Class                                                         *  
## ModelCLA-Class                                                        ***
## ModelClassic                                                          ***
## ModelCLK-Class                                                        ***
## ModelCLS-Class                                                        ***
## ModelCobalt                                                           ***
## ModelColorado                                                         ***
## ModelColt                                                                
## ModelConcorde                                                            
## ModelContinental                                                         
## ModelContinental Flying Spur                                          ***
## ModelContinental Flying Spur Speed                                    ***
## ModelContinental GT                                                   ***
## ModelContinental GT Speed                                             ***
## ModelContinental GT Speed Convertible                                 ***
## ModelContinental GTC                                                  ***
## ModelContinental GTC Speed                                            ***
## ModelContinental Supersports                                          ***
## ModelContinental Supersports Convertible                              ***
## ModelContour                                                             
## ModelContour SVT                                                         
## ModelCorniche                                                         ***
## ModelCorolla                                                          *  
## ModelCorolla iM                                                          
## ModelCorrado                                                             
## ModelCorsica                                                          ***
## ModelCorvette                                                         ***
## ModelCorvette Stingray                                                ***
## ModelCoupe                                                               
## ModelCR-V                                                                
## ModelCR-Z                                                             *  
## ModelCressida                                                         ** 
## ModelCrossfire                                                        *  
## ModelCrosstour                                                           
## ModelCrosstrek                                                           
## ModelCrown Victoria                                                      
## ModelCruze                                                            ***
## ModelCruze Limited                                                    ***
## ModelCT 200h                                                          ***
## ModelCT6                                                              ***
## ModelCTS                                                                 
## ModelCTS Coupe                                                        ***
## ModelCTS Wagon                                                        ** 
## ModelCTS-V                                                            ** 
## ModelCTS-V Coupe                                                      ***
## ModelCTS-V Wagon                                                      ** 
## ModelCube                                                             ***
## ModelCustom Cruiser                                                      
## ModelCutlass                                                             
## ModelCutlass Calais                                                   ** 
## ModelCutlass Ciera                                                    .  
## ModelCutlass Supreme                                                     
## ModelCX-3                                                             ***
## ModelCX-5                                                             ***
## ModelCX-7                                                             ***
## ModelCX-9                                                             ***
## ModelDakota                                                              
## ModelDart                                                                
## ModelDawn                                                                
## ModelDaytona                                                             
## ModelDB7                                                                 
## ModelDB9                                                              *  
## ModelDB9 GT                                                              
## ModelDBS                                                              ***
## ModelDefender                                                         ***
## ModelDeVille                                                          ** 
## ModelDiablo                                                              
## ModelDiamante                                                            
## ModelDiscovery                                                        ***
## ModelDiscovery Series II                                              ***
## ModelDiscovery Sport                                                  ***
## ModelDTS                                                              *  
## ModelDurango                                                             
## ModelDynasty                                                             
## ModelE-150                                                               
## ModelE-250                                                               
## ModelE-Class                                                          ***
## Modele-Golf                                                              
## ModelE-Series Van                                                        
## ModelE-Series Wagon                                                   .  
## ModelE55 AMG                                                          ***
## ModelECHO                                                             ***
## ModelEclipse                                                          *  
## ModelEclipse Spyder                                                   *  
## ModelEdge                                                                
## ModelEighty-Eight                                                     ** 
## ModelEighty-Eight Royale                                                 
## ModelElantra                                                          ***
## ModelElantra Coupe                                                    ***
## ModelElantra GT                                                       ***
## ModelElantra Touring                                                  ***
## ModelEldorado                                                         ***
## ModelElectra                                                          *  
## ModelElement                                                          *  
## ModelElise                                                            ***
## ModelEnclave                                                          ***
## ModelEncore                                                           ** 
## ModelEndeavor                                                            
## ModelEntourage                                                           
## ModelEnvision                                                         ***
## ModelEnvoy                                                            ***
## ModelEnvoy XL                                                         ***
## ModelEnvoy XUV                                                        ***
## ModelEnzo                                                             ***
## ModelEos                                                                 
## ModelEquator                                                          ***
## ModelEquinox                                                          ***
## ModelEquus                                                            ***
## ModelES 250                                                           ***
## ModelES 300                                                           ***
## ModelES 300h                                                          ***
## ModelES 330                                                           ***
## ModelES 350                                                           ***
## ModelEscalade                                                         ***
## ModelEscalade ESV                                                     ***
## ModelEscalade EXT                                                     ***
## ModelEscalade Hybrid                                                  ***
## ModelEscape                                                              
## ModelEscape Hybrid                                                       
## ModelEscort                                                           ***
## ModelEsprit                                                           .  
## ModelEsteem                                                           ***
## ModelEuroVan                                                             
## ModelEvora                                                               
## ModelEvora 400                                                           
## ModelEX                                                               ** 
## ModelEX35                                                             ** 
## ModelExcel                                                            ** 
## ModelExige                                                               
## ModelExpedition                                                       ***
## ModelExplorer                                                            
## ModelExplorer Sport                                                      
## ModelExplorer Sport Trac                                              .  
## ModelExpo                                                                
## ModelExpress                                                          ***
## ModelExpress Cargo                                                    ***
## ModelF-150                                                               
## ModelF-150 Heritage                                                      
## ModelF-150 SVT Lightning                                              ***
## ModelF-250                                                            *  
## ModelF12 Berlinetta                                                   *  
## ModelF430                                                             *  
## ModelFestiva                                                          *  
## ModelFF                                                               *  
## ModelFiesta                                                           ***
## ModelFirebird                                                         ***
## ModelFit                                                              ***
## ModelFit EV                                                              
## ModelFive Hundred                                                        
## ModelFJ Cruiser                                                       ***
## ModelFleetwood                                                        ***
## ModelFlex                                                                
## ModelFlying Spur                                                      ***
## ModelFocus                                                            *  
## ModelFocus RS                                                         *  
## ModelFocus ST                                                         ** 
## ModelForenza                                                          ***
## ModelForester                                                         *  
## ModelForte                                                            ***
## ModelFox                                                              .  
## ModelFR-S                                                             ***
## ModelFreelander                                                       ***
## ModelFreestar                                                            
## ModelFreestyle                                                           
## ModelFrontier                                                         ***
## ModelFusion                                                              
## ModelFusion Hybrid                                                       
## ModelFX                                                                  
## ModelFX35                                                                
## ModelFX45                                                                
## ModelFX50                                                             .  
## ModelG Convertible                                                       
## ModelG Coupe                                                             
## ModelG Sedan                                                             
## ModelG-Class                                                          *  
## ModelG20                                                                 
## ModelG3                                                                  
## ModelG35                                                                 
## ModelG37                                                                 
## ModelG37 Convertible                                                     
## ModelG37 Coupe                                                           
## ModelG37 Sedan                                                           
## ModelG5                                                                  
## ModelG6                                                               ***
## ModelG8                                                                  
## ModelG80                                                                 
## ModelGalant                                                           *  
## ModelGallardo                                                         ***
## ModelGenesis                                                             
## ModelGenesis Coupe                                                    ***
## ModelGhibli                                                           .  
## ModelGhost                                                               
## ModelGhost Series II                                                     
## ModelGL-Class                                                         ***
## ModelGLA-Class                                                        ***
## ModelGLC-Class                                                        ***
## ModelGLE-Class                                                        ***
## ModelGLE-Class Coupe                                                  ***
## ModelGLI                                                                 
## ModelGLK-Class                                                        ***
## ModelGLS-Class                                                        ***
## ModelGolf                                                                
## ModelGolf Alltrack                                                       
## ModelGolf GTI                                                            
## ModelGolf R                                                              
## ModelGolf SportWagen                                                     
## ModelGrand Am                                                         ***
## ModelGrand Caravan                                                       
## ModelGrand Prix                                                       *  
## ModelGrand Vitara                                                     ***
## ModelGrand Voyager                                                       
## ModelGranSport                                                           
## ModelGranTurismo                                                         
## ModelGranTurismo Convertible                                             
## ModelGS 200t                                                          *  
## ModelGS 300                                                           *  
## ModelGS 350                                                           ***
## ModelGS 400                                                           ***
## ModelGS 430                                                              
## ModelGS 450h                                                             
## ModelGS 460                                                           .  
## ModelGS F                                                                
## ModelGT                                                               ***
## ModelGT-R                                                             ***
## ModelGTI                                                                 
## ModelGTO                                                              *  
## ModelGX 460                                                           *  
## ModelGX 470                                                              
## ModelH3                                                               ***
## ModelH3T                                                                 
## ModelHHR                                                              ***
## ModelHighlander                                                       ***
## ModelHighlander Hybrid                                                ***
## ModelHorizon                                                             
## ModelHR-V                                                             ***
## ModelHS 250h                                                          ***
## ModelHuracan                                                          ***
## Modeli-MiEV                                                           ***
## Modeli3                                                               ** 
## ModelI30                                                              *  
## ModelI35                                                                 
## ModeliA                                                                  
## ModelILX                                                              ***
## ModelILX Hybrid                                                       *  
## ModeliM                                                                  
## ModelImpala                                                           ***
## ModelImpala Limited                                                   ***
## ModelImperial                                                            
## ModelImpreza                                                          *  
## ModelImpreza WRX                                                         
## ModelInsight                                                          ** 
## ModelIntegra                                                          ** 
## ModelIntrepid                                                            
## ModelIntrigue                                                            
## ModeliQ                                                                  
## ModelIS 200t                                                          ***
## ModelIS 250                                                           ***
## ModelIS 250 C                                                         ***
## ModelIS 300                                                           ***
## ModelIS 350                                                           ***
## ModelIS 350 C                                                         ***
## ModelIS F                                                             ***
## ModelJ30                                                              ***
## ModelJetta                                                               
## ModelJetta GLI                                                           
## ModelJetta Hybrid                                                        
## ModelJetta SportWagen                                                    
## ModelJimmy                                                            ***
## ModelJourney                                                             
## ModelJuke                                                             ** 
## ModelJusty                                                            ***
## ModelJX                                                               .  
## ModelK900                                                             ***
## ModelKizashi                                                             
## ModelLaCrosse                                                         ***
## ModelLancer                                                           ***
## ModelLancer Evolution                                                 .  
## ModelLancer Sportback                                                 ***
## ModelLand Cruiser                                                     ***
## ModelLaser                                                               
## ModelLe Baron                                                            
## ModelLe Mans                                                          ***
## ModelLeaf                                                                
## ModelLegacy                                                              
## ModelLegend                                                           ***
## ModelLeSabre                                                          ***
## ModelLevante                                                          *  
## ModelLFA                                                              ***
## ModelLHS                                                                 
## ModelLoyale                                                           ***
## ModelLR2                                                              ***
## ModelLR3                                                              .  
## ModelLR4                                                              ***
## ModelLS                                                               ** 
## ModelLS 400                                                           ** 
## ModelLS 430                                                              
## ModelLS 460                                                              
## ModelLS 600h L                                                        ** 
## ModelLSS                                                                 
## ModelLTD Crown Victoria                                                  
## ModelLucerne                                                          ***
## ModelLumina                                                           ***
## ModelLumina Minivan                                                   ***
## ModelLX 450                                                              
## ModelLX 470                                                           ** 
## ModelLX 570                                                              
## ModelM                                                                ** 
## ModelM-Class                                                          ***
## ModelM2                                                                  
## ModelM3                                                               ** 
## ModelM30                                                              *  
## ModelM35                                                              *  
## ModelM37                                                                 
## ModelM4                                                               ***
## ModelM45                                                              ** 
## ModelM5                                                               ***
## ModelM56                                                              *  
## ModelM6                                                               ***
## ModelM6 Gran Coupe                                                    ***
## ModelMacan                                                            ***
## ModelMagnum                                                              
## ModelMalibu                                                           ***
## ModelMalibu Classic                                                   ***
## ModelMalibu Hybrid                                                    ***
## ModelMalibu Limited                                                   ***
## ModelMalibu Maxx                                                      ***
## ModelMark LT                                                          ***
## ModelMark VII                                                         ***
## ModelMark VIII                                                        ***
## ModelMatrix                                                           *  
## ModelMaxima                                                              
## ModelMaybach                                                             
## ModelMazdaspeed 3                                                        
## ModelMazdaspeed 6                                                     ***
## ModelMazdaspeed MX-5 Miata                                            ***
## ModelMazdaspeed Protege                                               ** 
## ModelMDX                                                              ***
## ModelMetris                                                           ***
## ModelMetro                                                            ***
## ModelMighty Max Pickup                                                   
## ModelMillenia                                                         ***
## ModelMirage                                                           ***
## ModelMirage G4                                                        ***
## ModelMKC                                                              ***
## ModelMKS                                                              ***
## ModelMKT                                                              ***
## ModelMKX                                                              ***
## ModelMKZ                                                              ***
## ModelMKZ Hybrid                                                       *  
## ModelML55 AMG                                                         ***
## ModelModel S                                                             
## ModelMonaco                                                              
## ModelMontana                                                          ***
## ModelMontana SV6                                                      ** 
## ModelMonte Carlo                                                      ***
## ModelMontero                                                             
## ModelMontero Sport                                                       
## ModelMP4-12C                                                             
## ModelMPV                                                              ***
## ModelMR2                                                              ***
## ModelMR2 Spyder                                                       ***
## ModelMulsanne                                                         .  
## ModelMurano                                                           ***
## ModelMurano CrossCabriolet                                            ***
## ModelMurcielago                                                          
## ModelMustang                                                          *  
## ModelMustang SVT Cobra                                                   
## ModelMX-3                                                             ***
## ModelMX-5 Miata                                                       ***
## ModelMX-6                                                             ***
## ModelNavajo                                                           ***
## ModelNavigator                                                           
## ModelNeon                                                                
## ModelNew Beetle                                                          
## ModelNew Yorker                                                          
## ModelNinety-Eight                                                        
## ModelNitro                                                               
## ModelNSX                                                              ***
## ModelNV200                                                               
## ModelNX                                                               ** 
## ModelNX 200t                                                          ***
## ModelNX 300h                                                          ***
## ModelOdyssey                                                             
## ModelOptima                                                              
## ModelOptima Hybrid                                                       
## ModelOutback                                                          ***
## ModelOutlander                                                        *  
## ModelOutlander Sport                                                  ** 
## ModelPacifica                                                            
## ModelPanamera                                                            
## ModelPark Avenue                                                      ***
## ModelPark Ward                                                        ***
## ModelPaseo                                                            ***
## ModelPassat                                                              
## ModelPassport                                                            
## ModelPathfinder                                                       *  
## ModelPhaeton                                                          ***
## ModelPhantom                                                          ***
## ModelPhantom Coupe                                                    ***
## ModelPhantom Drophead Coupe                                           ***
## ModelPickup                                                           ***
## ModelPilot                                                               
## ModelPrecis                                                              
## ModelPrelude                                                             
## ModelPrevia                                                           ***
## ModelPrius                                                            ***
## ModelPrius c                                                          ** 
## ModelPrius Prime                                                      ***
## ModelPrius v                                                          ***
## ModelPrizm                                                            ***
## ModelProbe                                                               
## ModelProtege                                                          ** 
## ModelProtege5                                                         ** 
## ModelProwler                                                          ***
## ModelPT Cruiser                                                          
## ModelPulsar                                                           *  
## ModelQ3                                                                  
## ModelQ40                                                              .  
## ModelQ45                                                              ***
## ModelQ5                                                                  
## ModelQ50                                                                 
## ModelQ60 Convertible                                                     
## ModelQ60 Coupe                                                           
## ModelQ7                                                               .  
## ModelQ70                                                              *  
## ModelQuattroporte                                                        
## ModelQuest                                                               
## ModelQX                                                               ** 
## ModelQX4                                                              .  
## ModelQX50                                                             ***
## ModelQX56                                                             ***
## ModelQX60                                                             *  
## ModelQX70                                                             .  
## ModelQX80                                                             ***
## ModelR-Class                                                          ***
## ModelR32                                                                 
## ModelR8                                                               ***
## ModelRabbit                                                              
## ModelRaider                                                           ** 
## ModelRainier                                                          ***
## ModelRally Wagon                                                      ***
## ModelRAM 150                                                             
## ModelRAM 250                                                             
## ModelRam 50 Pickup                                                       
## ModelRam Cargo                                                           
## ModelRam Pickup 1500                                                     
## ModelRam Van                                                             
## ModelRam Wagon                                                           
## ModelRamcharger                                                          
## ModelRange Rover                                                      ***
## ModelRange Rover Evoque                                               ***
## ModelRange Rover Sport                                                   
## ModelRanger                                                              
## ModelRapide                                                              
## ModelRapide S                                                         .  
## ModelRAV4                                                             ***
## ModelRAV4 EV                                                          ***
## ModelRAV4 Hybrid                                                      ** 
## ModelRC 200t                                                          ***
## ModelRC 300                                                           ***
## ModelRC 350                                                           ***
## ModelRC F                                                             ***
## ModelRDX                                                              ***
## ModelReatta                                                              
## ModelRegal                                                            *  
## ModelRegency                                                          .  
## ModelRendezvous                                                       *  
## ModelReno                                                             ***
## ModelRidgeline                                                        ***
## ModelRio                                                              ***
## ModelRiviera                                                          .  
## ModelRL                                                                  
## ModelRLX                                                                 
## ModelRoadmaster                                                          
## ModelRogue                                                               
## ModelRogue Select                                                     *  
## ModelRondo                                                            *  
## ModelRoutan                                                           .  
## ModelRS 4                                                             ***
## ModelRS 5                                                             *  
## ModelRS 7                                                             ***
## ModelRSX                                                              ***
## ModelRX 300                                                           ***
## ModelRX 330                                                           ***
## ModelRX 350                                                           ***
## ModelRX 400h                                                          ***
## ModelRX 450h                                                          ***
## ModelRX-7                                                             ***
## ModelRX-8                                                             ***
## ModelS-10                                                             ***
## ModelS-10 Blazer                                                      ***
## ModelS-15                                                             ***
## ModelS-15 Jimmy                                                       ***
## ModelS-Class                                                          ***
## ModelS2000                                                               
## ModelS3                                                                  
## ModelS4                                                               *  
## ModelS40                                                                 
## ModelS5                                                               *  
## ModelS6                                                               ** 
## ModelS60                                                                 
## ModelS60 Cross Country                                                .  
## ModelS7                                                               ** 
## ModelS70                                                                 
## ModelS8                                                               ***
## ModelS80                                                              *  
## ModelS90                                                              .  
## ModelSafari                                                           ***
## ModelSafari Cargo                                                     ***
## ModelSamurai                                                          ** 
## ModelSanta Fe                                                            
## ModelSanta Fe Sport                                                      
## ModelSavana                                                           ***
## ModelSavana Cargo                                                     ***
## ModelSC 300                                                           ***
## ModelSC 400                                                           ***
## ModelSC 430                                                              
## ModelScoupe                                                              
## ModelSebring                                                             
## ModelSedona                                                              
## ModelSentra                                                           ***
## ModelSephia                                                           ** 
## ModelSequoia                                                          ***
## ModelSeville                                                             
## ModelShadow                                                              
## ModelShelby GT350                                                        
## ModelShelby GT500                                                        
## ModelSidekick                                                            
## ModelSienna                                                           ***
## ModelSierra 1500                                                      ***
## ModelSierra 1500 Classic                                              ***
## ModelSierra 1500 Hybrid                                               ***
## ModelSierra 1500HD                                                    ***
## ModelSierra Classic 1500                                                 
## ModelSilhouette                                                       ***
## ModelSilver Seraph                                                    ** 
## ModelSilverado 1500                                                   ***
## ModelSilverado 1500 Classic                                           ***
## ModelSilverado 1500 Hybrid                                            ***
## ModelSixty Special                                                    ***
## ModelSkylark                                                             
## ModelSL-Class                                                         ***
## ModelSLC-Class                                                        ***
## ModelSLK-Class                                                        ***
## ModelSLR McLaren                                                      ***
## ModelSLS AMG                                                             
## ModelSLS AMG GT                                                          
## ModelSLX                                                              ***
## ModelSolstice                                                         *  
## ModelSonata                                                           .  
## ModelSonata Hybrid                                                    ** 
## ModelSonic                                                            ***
## ModelSonoma                                                           ***
## ModelSorento                                                          ***
## ModelSoul                                                             ***
## ModelSoul EV                                                             
## ModelSpark                                                            ***
## ModelSpark EV                                                         ***
## ModelSpectra                                                          ***
## ModelSpirit                                                              
## ModelSportage                                                            
## ModelSportvan                                                         ***
## ModelSpyder                                                              
## ModelSQ5                                                                 
## ModelSRT Viper                                                        *  
## ModelSRX                                                              ***
## ModelSS                                                               ***
## ModelSSR                                                              ***
## ModelStanza                                                           ** 
## ModelStealth                                                             
## ModelStratus                                                             
## ModelSTS                                                              *  
## ModelSTS-V                                                            .  
## ModelSuburban                                                         ***
## ModelSunbird                                                          ***
## ModelSundance                                                            
## ModelSunfire                                                          ***
## ModelSuperamerica                                                        
## ModelSupersports Convertible ISR                                      ***
## ModelSupra                                                            ***
## ModelSVX                                                                 
## ModelSwift                                                            ***
## ModelSX4                                                              ***
## ModelSyclone                                                          ***
## ModelT100                                                             ***
## ModelTacoma                                                           ** 
## ModelTahoe                                                            ***
## ModelTahoe Hybrid                                                     ***
## ModelTahoe Limited/Z71                                                ***
## ModelTaurus                                                              
## ModelTaurus X                                                            
## ModeltC                                                               ***
## ModelTC                                                                  
## ModelTempo                                                               
## ModelTercel                                                           ***
## ModelTerrain                                                          ***
## ModelTerraza                                                          ***
## ModelThunderbird                                                         
## ModelTiburon                                                          *  
## ModelTiguan                                                              
## ModelTitan                                                               
## ModelTL                                                               *  
## ModelTLX                                                              ** 
## ModelToronado                                                            
## ModelTorrent                                                          ** 
## ModelTouareg                                                          ** 
## ModelTouareg 2                                                        *  
## ModelTown and Country                                                    
## ModelTown Car                                                            
## ModelTracker                                                          ***
## ModelTrailBlazer                                                      ***
## ModelTrailBlazer EXT                                                  ***
## ModelTrans Sport                                                         
## ModelTransit Connect                                                     
## ModelTransit Wagon                                                       
## ModelTraverse                                                         ***
## ModelTrax                                                             ***
## ModelTribeca                                                          ***
## ModelTribute                                                          ***
## ModelTribute Hybrid                                                   ***
## ModelTruck                                                            ***
## ModelTSX                                                              ** 
## ModelTSX Sport Wagon                                                  *  
## ModelTT                                                               *  
## ModelTT RS                                                            *  
## ModelTTS                                                              *  
## ModelTucson                                                              
## ModelTundra                                                           ** 
## ModelTyphoon                                                          ***
## ModelUplander                                                         ***
## ModelV12 Vanquish                                                     ** 
## ModelV12 Vantage                                                         
## ModelV12 Vantage S                                                    ***
## ModelV40                                                                 
## ModelV50                                                                 
## ModelV60                                                                 
## ModelV60 Cross Country                                                *  
## ModelV70                                                                 
## ModelV8                                                                  
## ModelV8 Vantage                                                       ***
## ModelV90                                                                 
## ModelVan                                                              *  
## ModelVanagon                                                             
## ModelVandura                                                          ***
## ModelVanquish                                                         *  
## ModelVanwagon                                                            
## ModelVeloster                                                         ***
## ModelVenture                                                          ***
## ModelVenza                                                            ***
## ModelVeracruz                                                            
## ModelVerano                                                              
## ModelVerona                                                           *  
## ModelVersa                                                            ***
## ModelVersa Note                                                       ***
## ModelVeyron 16.4                                                         
## ModelVibe                                                                
## ModelVigor                                                            ***
## ModelViper                                                            .  
## ModelVirage                                                              
## ModelVitara                                                           *  
## ModelVoyager                                                             
## ModelWindstar                                                         *  
## ModelWindstar Cargo                                                      
## ModelWraith                                                              
## ModelWRX                                                                 
## ModelX-90                                                             .  
## ModelX1                                                               ** 
## ModelX3                                                               .  
## ModelX4                                                                  
## ModelX5                                                                  
## ModelX5 M                                                                
## ModelX6                                                                  
## ModelX6 M                                                                
## ModelxA                                                               *  
## ModelxB                                                                  
## ModelXC                                                                  
## ModelXC60                                                             ***
## ModelXC70                                                             ***
## ModelXC90                                                                
## ModelxD                                                                  
## ModelXG300                                                               
## ModelXG350                                                               
## ModelXL-7                                                                
## ModelXL7                                                                 
## ModelXLR                                                              ***
## ModelXLR-V                                                            ***
## ModelXT                                                               *  
## ModelXT5                                                              ** 
## ModelXterra                                                              
## ModelXTS                                                                 
## ModelXV Crosstrek                                                        
## ModelYaris                                                               
## ModelYaris iA                                                            
## ModelYukon                                                               
## ModelYukon Denali                                                     *  
## ModelYukon Hybrid                                                        
## ModelYukon XL                                                            
## ModelZ3                                                               ***
## ModelZ4                                                               ***
## ModelZ4 M                                                             *  
## ModelZ8                                                               ***
## ModelZDX                                                                 
## Year1991                                                                 
## Year1992                                                                 
## Year1993                                                                 
## Year1994                                                                 
## Year1995                                                                 
## Year1996                                                              ***
## Year1997                                                              ***
## Year1998                                                              ***
## Year1999                                                              ***
## Year2000                                                              ***
## Year2001                                                              ***
## Year2002                                                              ***
## Year2003                                                              ***
## Year2004                                                              ***
## Year2005                                                              ***
## Year2006                                                              ***
## Year2007                                                              ***
## Year2008                                                              ***
## Year2009                                                              ***
## Year2010                                                              ***
## Year2011                                                              ***
## Year2012                                                              ***
## Year2013                                                              ***
## Year2014                                                              ***
## Year2015                                                              ***
## Year2016                                                              ***
## Year2017                                                              ***
## Engine.Fuel.Typediesel                                                *  
## Engine.Fuel.Typeelectric                                              ***
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)             
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)                
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                                 
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                      ** 
## Engine.Fuel.Typenatural gas                                           ** 
## Engine.Fuel.Typepremium unleaded (recommended)                           
## Engine.Fuel.Typepremium unleaded (required)                              
## Engine.Fuel.Typeregular unleaded                                         
## Engine.HP                                                             ***
## Engine.Cylinders                                                      ** 
## Transmission.TypeAUTOMATIC                                               
## Transmission.TypeDIRECT_DRIVE                                            
## Transmission.TypeMANUAL                                               ***
## Transmission.TypeUNKNOWN                                              ** 
## Driven_Wheelsfour wheel drive                                         ***
## Driven_Wheelsfront wheel drive                                        ***
## Driven_Wheelsrear wheel drive                                         ***
## Number.of.Doors2                                                      *  
## Number.of.Doors3                                                         
## Number.of.Doors4                                                         
## Market.CategoryCrossover,Diesel                                          
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                  
## Market.CategoryCrossover,Exotic,Luxury,Performance                       
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance        ***
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance             ***
## Market.CategoryCrossover,Factory Tuner,Performance                       
## Market.CategoryCrossover,Flex Fuel                                       
## Market.CategoryCrossover,Flex Fuel,Luxury                             ** 
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                 ** 
## Market.CategoryCrossover,Flex Fuel,Performance                        ** 
## Market.CategoryCrossover,Hatchback                                       
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance          ** 
## Market.CategoryCrossover,Hatchback,Luxury                                
## Market.CategoryCrossover,Hatchback,Performance                        .  
## Market.CategoryCrossover,Hybrid                                       ***
## Market.CategoryCrossover,Luxury                                       ***
## Market.CategoryCrossover,Luxury,Diesel                                ***
## Market.CategoryCrossover,Luxury,High-Performance                      ***
## Market.CategoryCrossover,Luxury,Hybrid                                ***
## Market.CategoryCrossover,Luxury,Performance                           ***
## Market.CategoryCrossover,Luxury,Performance,Hybrid                       
## Market.CategoryCrossover,Performance                                  .  
## Market.CategoryDiesel                                                    
## Market.CategoryDiesel,Luxury                                             
## Market.CategoryExotic,Factory Tuner,High-Performance                  ***
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance              
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                   
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance    
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                  
## Market.CategoryExotic,High-Performance                                ***
## Market.CategoryExotic,Luxury                                             
## Market.CategoryExotic,Luxury,High-Performance                            
## Market.CategoryExotic,Luxury,Performance                                 
## Market.CategoryExotic,Performance                                        
## Market.CategoryFactory Tuner,High-Performance                         ** 
## Market.CategoryFactory Tuner,Luxury,High-Performance                     
## Market.CategoryFactory Tuner,Luxury,Performance                          
## Market.CategoryFactory Tuner,Performance                                 
## Market.CategoryFlex Fuel                                              .  
## Market.CategoryFlex Fuel,Diesel                                          
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance           
## Market.CategoryFlex Fuel,Hybrid                                       .  
## Market.CategoryFlex Fuel,Luxury                                          
## Market.CategoryFlex Fuel,Luxury,High-Performance                         
## Market.CategoryFlex Fuel,Luxury,Performance                              
## Market.CategoryFlex Fuel,Performance                                     
## Market.CategoryFlex Fuel,Performance,Hybrid                              
## Market.CategoryHatchback                                                 
## Market.CategoryHatchback,Diesel                                          
## Market.CategoryHatchback,Factory Tuner,High-Performance               ** 
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance             ** 
## Market.CategoryHatchback,Factory Tuner,Performance                    *  
## Market.CategoryHatchback,Flex Fuel                                       
## Market.CategoryHatchback,Hybrid                                          
## Market.CategoryHatchback,Luxury                                          
## Market.CategoryHatchback,Luxury,Hybrid                                   
## Market.CategoryHatchback,Luxury,Performance                              
## Market.CategoryHatchback,Performance                                     
## Market.CategoryHigh-Performance                                          
## Market.CategoryHybrid                                                 ***
## Market.CategoryLuxury                                                    
## Market.CategoryLuxury,High-Performance                                   
## Market.CategoryLuxury,High-Performance,Hybrid                            
## Market.CategoryLuxury,Hybrid                                             
## Market.CategoryLuxury,Performance                                        
## Market.CategoryLuxury,Performance,Hybrid                                 
## Market.CategoryN/A                                                       
## Market.CategoryPerformance                                               
## Vehicle.SizeLarge                                                     .  
## Vehicle.SizeMidsize                                                      
## Vehicle.Style2dr SUV                                                  *  
## Vehicle.Style4dr Hatchback                                               
## Vehicle.Style4dr SUV                                                  *  
## Vehicle.StyleCargo Minivan                                               
## Vehicle.StyleCargo Van                                                   
## Vehicle.StyleConvertible                                              ***
## Vehicle.StyleConvertible SUV                                             
## Vehicle.StyleCoupe                                                    ***
## Vehicle.StyleCrew Cab Pickup                                          ***
## Vehicle.StyleExtended Cab Pickup                                      ***
## Vehicle.StylePassenger Minivan                                           
## Vehicle.StylePassenger Van                                               
## Vehicle.StyleRegular Cab Pickup                                          
## Vehicle.StyleSedan                                                       
## Vehicle.StyleWagon                                                       
## highway.MPG                                                              
## city.mpg                                                                 
## Popularity                                                               
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.08736 on 8526 degrees of freedom
## Multiple R-squared:  0.9944, Adjusted R-squared:  0.9937 
## F-statistic:  1462 on 1033 and 8526 DF,  p-value: < 2.2e-16
reg.bwd=regsubsets(MSRP~.,data=train,method="backward",nvmax=15)
## Warning in leaps.setup(x, y, wt = wt, nbest = nbest, nvmax = nvmax, force.in =
## force.in, : 52 linear dependencies found
## Reordering variables and trying again:
bics<-summary(reg.bwd)$bic


# Adjr2
adjr2<-summary(reg.fwd)$adjr2
plot(adjr2,type="l",ylab="Adjusted R-squared",xlab="# of predictors")

MallowCP <- summary(reg.fwd)$cp
plot(MallowCP,type="l",ylab="Mallow's CP",xlab="# of predictors")

#Linear Regression Model
edaModel <- lm(MSRP~Engine.HP+Vehicle.Style+Engine.Cylinders,data=carData)
summary(edaModel)
## 
## Call:
## lm(formula = MSRP ~ Engine.HP + Vehicle.Style + Engine.Cylinders, 
##     data = carData)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -2.8692 -0.1860  0.1606  0.4152  3.3937 
## 
## Coefficients:
##                                    Estimate Std. Error t value Pr(>|t|)    
## (Intercept)                       8.7964645  0.0377681 232.907  < 2e-16 ***
## Engine.HP                         0.0094268  0.0001082  87.103  < 2e-16 ***
## Vehicle.Style2dr SUV             -0.6808094  0.0718134  -9.480  < 2e-16 ***
## Vehicle.Style4dr Hatchback        0.4315175  0.0431302  10.005  < 2e-16 ***
## Vehicle.Style4dr SUV              0.4460832  0.0366967  12.156  < 2e-16 ***
## Vehicle.StyleCargo Minivan        0.5003414  0.0936427   5.343 9.31e-08 ***
## Vehicle.StyleCargo Van           -0.3153413  0.0836210  -3.771 0.000163 ***
## Vehicle.StyleConvertible          0.3975182  0.0433132   9.178  < 2e-16 ***
## Vehicle.StyleConvertible SUV      0.0328052  0.1410294   0.233 0.816066    
## Vehicle.StyleCoupe               -0.0569142  0.0407750  -1.396 0.162797    
## Vehicle.StyleCrew Cab Pickup      0.3836757  0.0446979   8.584  < 2e-16 ***
## Vehicle.StyleExtended Cab Pickup -0.0123132  0.0450690  -0.273 0.784698    
## Vehicle.StylePassenger Minivan    0.2921027  0.0491540   5.943 2.88e-09 ***
## Vehicle.StylePassenger Van        0.2525962  0.0739392   3.416 0.000637 ***
## Vehicle.StyleRegular Cab Pickup  -0.3716062  0.0502175  -7.400 1.45e-13 ***
## Vehicle.StyleSedan                0.2198241  0.0358612   6.130 9.07e-10 ***
## Vehicle.StyleWagon                0.2266540  0.0447910   5.060 4.25e-07 ***
## Engine.Cylinders                 -0.2215210  0.0066132 -33.497  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.7385 on 11896 degrees of freedom
## Multiple R-squared:  0.5547, Adjusted R-squared:  0.5541 
## F-statistic: 871.7 on 17 and 11896 DF,  p-value: < 2.2e-16
plot(edaModel)

ols_plot_resid_fit(edaModel)

ols_plot_resid_lev(edaModel)

ols_plot_resid_qq(edaModel)

ols_plot_resid_hist(edaModel)

ols_plot_cooksd_bar(edaModel)

p <- predict(edaModel, cvr)
error <- (p- cvr$MSRP)
RMSE_Model <- sqrt(mean(error^2))

ptest <- predict(edaModel, test)
error1 <- (ptest- cvr$MSRP)
## Warning in ptest - cvr$MSRP: longer object length is not a multiple of shorter
## object length
RMSE_NewData <- sqrt(mean(error1^2))
Method <- c("Train/Test Split")
ModelRMSE <- c(RMSE_Model)
RMSENewData <- c(RMSE_NewData)

table1 <- data.frame(Method, ModelRMSE, RMSENewData)

kable(table1) %>% kable_styling(c("striped", "bordered")) %>%column_spec(2:3, border_left = T)
Method ModelRMSE RMSENewData
Train/Test Split 0.7506267 1.365992
#Full model
fullModel <- lm(MSRP~.,data = carData)
summary(fullModel)
## 
## Call:
## lm(formula = MSRP ~ ., data = carData)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.57608 -0.05225 -0.00116  0.05020  0.76239 
## 
## Coefficients: (49 not defined because of singularities)
##                                                                         Estimate
## (Intercept)                                                            7.833e+00
## MakeAlfa Romeo                                                         1.486e-01
## MakeAston Martin                                                       7.464e-01
## MakeAudi                                                              -5.616e-01
## MakeBentley                                                            1.382e+00
## MakeBMW                                                               -2.879e-01
## MakeBugatti                                                            2.083e+00
## MakeBuick                                                             -5.076e-01
## MakeCadillac                                                          -2.376e-02
## MakeChevrolet                                                          3.631e-01
## MakeChrysler                                                          -5.945e-01
## MakeDodge                                                             -5.120e-01
## MakeFerrari                                                            1.017e+00
## MakeFIAT                                                              -5.362e-01
## MakeFord                                                              -4.011e-01
## MakeGenesis                                                           -2.853e-01
## MakeGMC                                                                1.349e-02
## MakeHonda                                                             -2.869e-01
## MakeHUMMER                                                            -8.220e-01
## MakeHyundai                                                           -3.204e-01
## MakeInfiniti                                                          -2.726e-01
## MakeKia                                                               -5.002e-01
## MakeLamborghini                                                        2.499e+00
## MakeLand Rover                                                         1.074e-01
## MakeLexus                                                              1.751e-01
## MakeLincoln                                                           -2.809e-01
## MakeLotus                                                              1.587e-01
## MakeMaserati                                                           5.971e-01
## MakeMaybach                                                            2.596e+00
## MakeMazda                                                             -8.800e-01
## MakeMcLaren                                                            7.254e-01
## MakeMercedes-Benz                                                      8.804e-01
## MakeMitsubishi                                                        -2.277e-01
## MakeNissan                                                            -5.058e-01
## MakeOldsmobile                                                        -4.176e-01
## MakePlymouth                                                          -4.756e-01
## MakePontiac                                                           -6.328e-01
## MakePorsche                                                            4.791e-01
## MakeRolls-Royce                                                        1.186e+00
## MakeSaab                                                              -6.392e-01
## MakeScion                                                             -7.491e-01
## MakeSpyker                                                             1.007e+00
## MakeSubaru                                                            -5.374e-01
## MakeSuzuki                                                            -4.185e-01
## MakeTesla                                                              1.948e-01
## MakeToyota                                                            -7.488e-01
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## MakeVolvo                                                             -3.841e-01
## Model1 Series M                                                        5.921e-02
## Model100                                                               1.495e-01
## Model124 Spider                                                       -4.675e-02
## Model190-Class                                                        -1.210e+00
## Model2                                                                 1.178e-01
## Model2 Series                                                         -1.295e-01
## Model200                                                               1.216e-01
## Model200SX                                                             1.079e-01
## Model240                                                               1.112e-01
## Model240SX                                                             7.049e-01
## Model3                                                                 2.966e-01
## Model3 Series                                                          7.526e-02
## Model3 Series Gran Turismo                                             2.264e-02
## Model300                                                               2.742e-01
## Model300-Class                                                        -1.229e+00
## Model3000GT                                                            4.520e-01
## Model300M                                                              2.925e-01
## Model300ZX                                                             3.003e-01
## Model323                                                               7.320e-01
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## Model350Z                                                              2.045e-01
## Model360                                                              -2.636e-01
## Model370Z                                                              1.145e-01
## Model4 Series                                                          1.420e-01
## Model4 Series Gran Coupe                                               1.426e-01
## Model400-Class                                                        -1.326e+00
## Model420-Class                                                        -1.363e+00
## Model456M                                                              6.918e-02
## Model458 Italia                                                       -2.287e-01
## Model4C                                                                       NA
## Model4Runner                                                           5.517e-01
## Model5                                                                 3.164e-01
## Model5 Series                                                          2.701e-01
## Model5 Series Gran Turismo                                             2.288e-01
## Model500                                                              -1.117e-01
## Model500-Class                                                        -1.065e+00
## Model500e                                                              6.073e-02
## Model500L                                                             -3.890e-02
## Model500X                                                                     NA
## Model550                                                               2.609e-03
## Model560-Class                                                        -1.336e+00
## Model57                                                               -9.589e-01
## Model570S                                                             -2.343e-01
## Model575M                                                             -8.058e-02
## Model599                                                               5.440e-02
## Model6                                                                 4.241e-01
## Model6 Series                                                          5.327e-01
## Model6 Series Gran Coupe                                               5.725e-01
## Model600-Class                                                        -1.236e+00
## Model6000                                                              3.274e-01
## Model612 Scaglietti                                                    7.859e-02
## Model62                                                               -8.385e-01
## Model626                                                               4.657e-01
## Model650S Coupe                                                        2.374e-02
## Model650S Spider                                                      -4.622e-02
## Model7 Series                                                          5.906e-01
## Model718 Cayman                                                       -3.853e-01
## Model740                                                               5.224e-02
## Model760                                                              -1.362e-02
## Model780                                                              -5.977e-02
## Model8 Series                                                          6.642e-01
## Model80                                                                2.318e-01
## Model850                                                              -1.591e-01
## Model86                                                                1.863e-01
## Model9-2X                                                              2.112e-01
## Model9-3                                                               4.623e-01
## Model9-3 Griffin                                                       4.043e-01
## Model9-4X                                                              1.245e-01
## Model9-5                                                               5.343e-01
## Model9-7X                                                              5.396e-01
## Model90                                                                1.466e-01
## Model900                                                               2.982e-02
## Model9000                                                                     NA
## Model911                                                               4.208e-02
## Model928                                                               8.674e-02
## Model929                                                               4.718e-01
## Model940                                                               9.522e-03
## Model944                                                              -6.020e-01
## Model960                                                              -1.431e-01
## Model968                                                              -2.328e-01
## ModelA3                                                                2.799e-01
## ModelA4                                                                3.757e-01
## ModelA4 allroad                                                        4.456e-01
## ModelA5                                                                4.099e-01
## ModelA6                                                                5.744e-01
## ModelA7                                                                7.043e-01
## ModelA8                                                                8.584e-01
## ModelAcadia                                                           -2.093e-01
## ModelAcadia Limited                                                   -1.195e-01
## ModelAccent                                                           -5.185e-01
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## ModelAccord Crosstour                                                 -2.259e-02
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## ModelAccord Plug-In Hybrid                                             8.974e-02
## ModelAchieva                                                          -5.781e-02
## ModelActiveHybrid 5                                                    3.168e-01
## ModelActiveHybrid 7                                                    6.290e-01
## ModelActiveHybrid X6                                                   6.166e-01
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## ModelAerostar                                                         -2.295e-02
## ModelAlero                                                            -2.773e-02
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## Modelallroad                                                           4.665e-01
## Modelallroad quattro                                                   1.635e-01
## ModelAlpina                                                            1.111e+00
## ModelALPINA B6 Gran Coupe                                              4.436e-01
## ModelALPINA B7                                                         6.279e-01
## ModelAltima                                                            2.442e-02
## ModelAltima Hybrid                                                    -1.897e-02
## ModelAmanti                                                            5.688e-02
## ModelAMG GT                                                           -3.977e-01
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## ModelAspire                                                            1.914e-01
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## ModelAstro Cargo                                                      -7.150e-01
## ModelATS                                                              -2.291e-01
## ModelATS Coupe                                                        -2.045e-01
## ModelATS-V                                                            -2.136e-01
## ModelAurora                                                            2.702e-01
## ModelAvalanche                                                        -7.618e-01
## ModelAvalon                                                            4.766e-01
## ModelAvalon Hybrid                                                     4.857e-01
## ModelAvenger                                                          -4.744e-02
## ModelAventador                                                        -1.439e+00
## ModelAveo                                                             -1.182e+00
## ModelAviator                                                           2.425e-01
## ModelAxxess                                                            1.716e-01
## ModelAzera                                                            -1.940e-02
## ModelAztek                                                             1.772e-01
## ModelAzure                                                             1.759e-01
## ModelAzure T                                                           1.872e-01
## ModelB-Class Electric Drive                                           -1.591e+00
## ModelB-Series                                                          3.072e-01
## ModelB-Series Pickup                                                   7.176e-01
## ModelB-Series Truck                                                    3.200e-01
## ModelB9 Tribeca                                                        3.451e-01
## ModelBaja                                                             -6.661e-02
## ModelBeetle                                                            5.579e-02
## ModelBeetle Convertible                                                3.336e-02
## ModelBeretta                                                          -7.381e-01
## ModelBlack Diamond Avalanche                                          -8.198e-01
## ModelBlackwood                                                         2.762e-01
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## ModelBolt EV                                                          -9.779e-01
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## ModelBorrego                                                           1.447e-01
## ModelBoxster                                                          -4.555e-01
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## ModelBronco II                                                         1.995e-01
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## ModelBrougham                                                         -4.321e-01
## ModelBRZ                                                               6.191e-02
## ModelC-Class                                                          -1.058e+00
## ModelC-Max Hybrid                                                     -2.798e-01
## ModelC/K 1500 Series                                                  -5.673e-01
## ModelC/K 2500 Series                                                  -5.729e-01
## ModelC30                                                              -1.679e-01
## ModelC36 AMG                                                          -9.232e-01
## ModelC43 AMG                                                          -9.298e-01
## ModelC70                                                               1.377e-01
## ModelC8                                                                       NA
## ModelCabrio                                                            9.432e-02
## ModelCabriolet                                                         1.985e-01
## ModelCadenza                                                           2.055e-01
## ModelCaliber                                                          -9.919e-02
## ModelCalifornia                                                       -4.048e-01
## ModelCalifornia T                                                     -5.505e-01
## ModelCamaro                                                           -9.079e-01
## ModelCamry                                                             3.035e-01
## ModelCamry Hybrid                                                      1.655e-01
## ModelCamry Solara                                                      3.409e-01
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## ModelCaprice                                                          -9.008e-01
## ModelCaptiva Sport                                                    -7.660e-01
## ModelCaravan                                                           6.245e-03
## ModelCarrera GT                                                        1.270e+00
## ModelCascada                                                           1.546e-01
## ModelCatera                                                           -5.294e-01
## ModelCavalier                                                         -1.056e+00
## ModelCayenne                                                          -5.934e-01
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## ModelCayman S                                                         -1.881e-01
## ModelCC                                                                2.788e-01
## ModelCelebrity                                                        -6.467e-01
## ModelCelica                                                            2.900e-01
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## ModelChallenger                                                       -7.040e-02
## ModelCharger                                                          -2.923e-02
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## ModelCiera                                                             2.483e-02
## ModelCirrus                                                            9.693e-02
## ModelCity Express                                                     -7.998e-01
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## ModelCivic CRX                                                         1.335e-01
## ModelCivic del Sol                                                    -2.201e-02
## ModelCL                                                               -2.940e-01
## ModelCL-Class                                                         -2.759e-01
## ModelCLA-Class                                                        -1.224e+00
## ModelClassic                                                          -8.291e-01
## ModelCLK-Class                                                        -8.204e-01
## ModelCLS-Class                                                        -7.441e-01
## ModelCobalt                                                           -1.088e+00
## ModelColorado                                                         -9.684e-01
## ModelColt                                                              2.814e-01
## ModelConcorde                                                          1.873e-01
## ModelContinental                                                       3.433e-01
## ModelContinental Flying Spur                                          -4.899e-01
## ModelContinental Flying Spur Speed                                    -5.179e-01
## ModelContinental GT                                                   -4.845e-01
## ModelContinental GT Speed                                             -5.196e-01
## ModelContinental GT Speed Convertible                                 -5.580e-01
## ModelContinental GT3-R                                                -4.792e-02
## ModelContinental GTC                                                  -5.034e-01
## ModelContinental GTC Speed                                            -5.077e-01
## ModelContinental Supersports                                          -2.607e-01
## ModelContinental Supersports Convertible                              -3.418e-01
## ModelContour                                                          -5.082e-02
## ModelContour SVT                                                       2.947e-02
## ModelCorniche                                                          7.727e-01
## ModelCorolla                                                           1.458e-01
## ModelCorolla iM                                                        6.394e-02
## ModelCorrado                                                           1.565e-01
## ModelCorsica                                                          -6.830e-01
## ModelCorvette                                                         -4.959e-01
## ModelCorvette Stingray                                                -5.592e-01
## ModelCoupe                                                            -7.706e-02
## ModelCR-V                                                             -1.173e-01
## ModelCR-Z                                                             -1.843e-01
## ModelCressida                                                          3.631e-01
## ModelCrossfire                                                         4.251e-01
## ModelCrosstour                                                        -4.827e-02
## ModelCrosstrek                                                        -1.810e-02
## ModelCrown Victoria                                                    9.466e-02
## ModelCruze                                                            -9.636e-01
## ModelCruze Limited                                                    -9.558e-01
## ModelCT 200h                                                          -3.721e-01
## ModelCT6                                                               8.153e-02
## ModelCTS                                                              -2.198e-02
## ModelCTS Coupe                                                        -1.818e-01
## ModelCTS Wagon                                                        -1.028e-01
## ModelCTS-V                                                            -2.243e-01
## ModelCTS-V Coupe                                                      -2.520e-01
## ModelCTS-V Wagon                                                      -2.422e-01
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## ModelCutlass Ciera                                                     1.055e-01
## ModelCutlass Supreme                                                  -3.404e-02
## ModelCX-3                                                              3.218e-01
## ModelCX-5                                                              4.132e-01
## ModelCX-7                                                              4.704e-01
## ModelCX-9                                                              5.425e-01
## ModelDakota                                                            2.518e-02
## ModelDart                                                             -9.998e-02
## ModelDawn                                                              7.883e-02
## ModelDaytona                                                           2.375e-01
## ModelDB7                                                              -1.218e-01
## ModelDB9                                                              -1.658e-01
## ModelDB9 GT                                                           -1.261e-01
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## ModelDefender                                                          2.207e+00
## ModelDeVille                                                           1.081e-01
## ModelDiablo                                                           -1.301e+00
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## ModelDurango                                                           1.706e-01
## ModelDynasty                                                           2.425e-01
## ModelE-150                                                            -4.712e-02
## ModelE-250                                                            -9.962e-02
## ModelE-Class                                                          -8.757e-01
## Modele-Golf                                                           -1.050e-01
## ModelE-Series Van                                                      8.676e-02
## ModelE-Series Wagon                                                    1.950e-01
## ModelE55 AMG                                                          -8.257e-01
## ModelECHO                                                             -2.344e-01
## ModelEclipse                                                          -2.463e-01
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## ModelEighty-Eight                                                     -1.717e-01
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## ModelElantra GT                                                       -4.694e-01
## ModelElantra Touring                                                  -3.336e-01
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## ModelElectra                                                           1.556e-01
## ModelElement                                                          -1.838e-01
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## ModelEnclave                                                           4.073e-01
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## ModelEndeavor                                                         -1.122e-01
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## ModelEnvoy XL                                                         -2.200e-01
## ModelEnvoy XUV                                                        -2.346e-01
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## ModelEos                                                               2.518e-01
## ModelEquator                                                          -2.174e-01
## ModelEquinox                                                          -7.852e-01
## ModelEquus                                                             2.495e-01
## ModelES 250                                                           -5.330e-01
## ModelES 300                                                           -3.165e-01
## ModelES 300h                                                          -2.609e-01
## ModelES 330                                                           -3.578e-01
## ModelES 350                                                           -4.271e-01
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## ModelEscalade ESV                                                      2.235e-01
## ModelEscalade EXT                                                     -5.140e-01
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## ModelEvora                                                            -9.418e-02
## ModelEvora 400                                                        -3.984e-02
## ModelEX                                                               -3.683e-01
## ModelEX35                                                             -3.702e-01
## ModelExcel                                                             1.703e-01
## ModelExige                                                                    NA
## ModelExpedition                                                        4.133e-01
## ModelExplorer                                                          7.243e-02
## ModelExplorer Sport                                                    1.554e-01
## ModelExplorer Sport Trac                                              -1.350e-01
## ModelExpo                                                             -7.697e-02
## ModelExpress                                                          -6.442e-01
## ModelExpress Cargo                                                    -7.083e-01
## ModelF-150                                                             1.968e-02
## ModelF-150 Heritage                                                   -2.681e-02
## ModelF-150 SVT Lightning                                               5.204e-01
## ModelF-250                                                             2.227e-01
## ModelF12 Berlinetta                                                   -2.323e-01
## ModelF430                                                             -2.040e-01
## ModelFestiva                                                           2.882e-01
## ModelFF                                                               -3.108e-01
## ModelFiesta                                                           -3.669e-01
## ModelFirebird                                                          3.747e-01
## ModelFit                                                              -4.313e-01
## ModelFit EV                                                           -3.537e-02
## ModelFive Hundred                                                      2.179e-03
## ModelFJ Cruiser                                                        3.070e-01
## ModelFleetwood                                                        -6.085e-01
## ModelFlex                                                             -5.607e-02
## ModelFlying Spur                                                      -4.660e-01
## ModelFocus                                                            -2.140e-01
## ModelFocus RS                                                         -2.678e-01
## ModelFocus ST                                                         -3.184e-01
## ModelForenza                                                          -2.690e-01
## ModelForester                                                          7.936e-02
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## ModelFox                                                               3.536e-01
## ModelFR-S                                                              2.680e-01
## ModelFreelander                                                       -7.382e-01
## ModelFreestar                                                          5.928e-02
## ModelFreestyle                                                         3.104e-02
## ModelFrontier                                                         -1.506e-01
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## ModelFusion Hybrid                                                    -1.432e-01
## ModelFX                                                               -1.638e-01
## ModelFX35                                                             -1.705e-01
## ModelFX45                                                             -3.167e-02
## ModelFX50                                                             -2.483e-01
## ModelG Convertible                                                     1.128e-01
## ModelG Coupe                                                           5.152e-03
## ModelG Sedan                                                          -1.365e-02
## ModelG-Class                                                          -2.478e-01
## ModelG20                                                              -8.232e-02
## ModelG3                                                               -1.516e-01
## ModelG35                                                              -4.055e-02
## ModelG37                                                              -5.643e-02
## ModelG37 Convertible                                                   9.886e-02
## ModelG37 Coupe                                                        -3.437e-03
## ModelG37 Sedan                                                        -4.639e-02
## ModelG5                                                                2.654e-03
## ModelG6                                                                1.609e-01
## ModelG8                                                                1.082e-01
## ModelG80                                                                      NA
## ModelGalant                                                           -2.078e-01
## ModelGallardo                                                         -1.896e+00
## ModelGenesis                                                          -4.684e-02
## ModelGenesis Coupe                                                    -2.842e-01
## ModelGhibli                                                           -3.326e-01
## ModelGhost                                                             4.569e-02
## ModelGhost Series II                                                   1.086e-01
## ModelGL-Class                                                         -1.068e+00
## ModelGLA-Class                                                        -1.555e+00
## ModelGLC-Class                                                        -1.395e+00
## ModelGLE-Class                                                        -1.177e+00
## ModelGLE-Class Coupe                                                  -1.156e+00
## ModelGLI                                                               6.710e-02
## ModelGLK-Class                                                        -1.497e+00
## ModelGLS-Class                                                        -1.044e+00
## ModelGolf                                                             -6.847e-02
## ModelGolf Alltrack                                                     9.900e-02
## ModelGolf GTI                                                          4.242e-02
## ModelGolf R                                                           -4.547e-02
## ModelGolf SportWagen                                                   7.264e-02
## ModelGrand Am                                                          2.050e-01
## ModelGrand Caravan                                                    -6.589e-02
## ModelGrand Prix                                                        1.204e-01
## ModelGrand Vitara                                                     -1.116e-01
## ModelGrand Voyager                                                    -8.304e-02
## ModelGranSport                                                        -4.694e-02
## ModelGranTurismo                                                       1.193e-01
## ModelGranTurismo Convertible                                           1.143e-01
## ModelGS 200t                                                          -1.258e-01
## ModelGS 300                                                           -1.563e-01
## ModelGS 350                                                           -2.316e-01
## ModelGS 400                                                           -4.532e-01
## ModelGS 430                                                           -7.467e-02
## ModelGS 450h                                                          -1.116e-01
## ModelGS 460                                                           -1.483e-01
## ModelGS F                                                             -1.206e-01
## ModelGT                                                                9.429e-01
## ModelGT-R                                                              7.961e-01
## ModelGTI                                                               9.327e-02
## ModelGTO                                                               1.399e-01
## ModelGX 460                                                           -1.717e-01
## ModelGX 470                                                           -1.461e-01
## ModelH3                                                                6.626e-01
## ModelH3T                                                                      NA
## ModelHHR                                                              -8.840e-01
## ModelHighlander                                                        4.967e-01
## ModelHighlander Hybrid                                                 5.662e-01
## ModelHorizon                                                           2.635e-01
## ModelHR-V                                                             -2.716e-01
## ModelHS 250h                                                          -2.590e-01
## ModelHuracan                                                          -1.924e+00
## Modeli-MiEV                                                           -6.699e-01
## Modeli3                                                               -3.183e-01
## ModelI30                                                              -1.586e-01
## ModelI35                                                              -5.016e-02
## ModeliA                                                               -8.215e-03
## ModelILX                                                              -3.959e-01
## ModelILX Hybrid                                                       -2.378e-01
## ModeliM                                                                5.456e-02
## ModelImpala                                                           -7.657e-01
## ModelImpala Limited                                                   -9.290e-01
## ModelImperial                                                          2.348e-01
## ModelImpreza                                                          -1.129e-01
## ModelImpreza WRX                                                       1.415e-02
## ModelInsight                                                          -2.080e-01
## ModelIntegra                                                          -2.751e-01
## ModelIntrepid                                                          5.820e-02
## ModelIntrigue                                                          2.150e-02
## ModeliQ                                                                1.905e-02
## ModelIS 200t                                                          -4.038e-01
## ModelIS 250                                                           -3.433e-01
## ModelIS 250 C                                                         -3.650e-01
## ModelIS 300                                                           -4.437e-01
## ModelIS 350                                                           -4.592e-01
## ModelIS 350 C                                                         -4.424e-01
## ModelIS F                                                             -2.988e-01
## ModelJ30                                                              -2.962e-01
## ModelJetta                                                            -1.997e-02
## ModelJetta GLI                                                         6.968e-02
## ModelJetta Hybrid                                                      6.924e-03
## ModelJetta SportWagen                                                  7.029e-02
## ModelJimmy                                                            -3.605e-01
## ModelJourney                                                           1.119e-02
## ModelJuke                                                             -1.618e-01
## ModelJusty                                                             3.532e-01
## ModelJX                                                               -2.438e-01
## ModelK900                                                              3.796e-01
## ModelKizashi                                                          -2.912e-02
## ModelLaCrosse                                                          1.577e-01
## ModelLancer                                                           -4.300e-01
## ModelLancer Evolution                                                 -1.606e-01
## ModelLancer Sportback                                                 -4.188e-01
## ModelLand Cruiser                                                      1.035e+00
## ModelLandaulet                                                                NA
## ModelLaser                                                             1.663e-01
## ModelLe Baron                                                          1.998e-01
## ModelLe Mans                                                           4.726e-01
## ModelLeaf                                                              2.335e-02
## ModelLegacy                                                            6.653e-03
## ModelLegend                                                           -4.145e-01
## ModelLeSabre                                                           2.801e-01
## ModelLevante                                                          -4.025e-01
## ModelLFA                                                               1.439e+00
## ModelLHS                                                              -7.773e-02
## ModelLoyale                                                            3.176e-01
## ModelLR2                                                              -6.677e-01
## ModelLR3                                                              -1.019e-01
## ModelLR4                                                              -1.240e-01
## ModelLS                                                                1.740e-01
## ModelLS 400                                                           -2.154e-01
## ModelLS 430                                                            1.616e-02
## ModelLS 460                                                            1.816e-02
## ModelLS 600h L                                                         3.075e-01
## ModelLSS                                                              -8.582e-02
## ModelLTD Crown Victoria                                                1.293e-02
## ModelLucerne                                                           3.350e-01
## ModelLumina                                                           -9.566e-01
## ModelLumina Minivan                                                   -6.975e-01
## ModelLX 450                                                           -1.274e-01
## ModelLX 470                                                            2.455e-01
## ModelLX 570                                                            9.754e-02
## ModelM                                                                 1.763e-01
## ModelM-Class                                                          -1.206e+00
## ModelM2                                                                3.235e-02
## ModelM3                                                                1.904e-01
## ModelM30                                                              -2.160e-01
## ModelM35                                                               1.752e-01
## ModelM37                                                               1.340e-01
## ModelM4                                                                1.930e-01
## ModelM4 GTS                                                            7.332e-01
## ModelM45                                                               2.520e-01
## ModelM5                                                                2.750e-01
## ModelM56                                                               2.225e-01
## ModelM6                                                                4.214e-01
## ModelM6 Gran Coupe                                                     4.841e-01
## ModelMacan                                                            -8.335e-01
## ModelMagnum                                                            8.183e-02
## ModelMalibu                                                           -8.658e-01
## ModelMalibu Classic                                                   -9.779e-01
## ModelMalibu Hybrid                                                    -9.170e-01
## ModelMalibu Limited                                                   -8.793e-01
## ModelMalibu Maxx                                                      -9.051e-01
## ModelMark LT                                                          -7.330e-02
## ModelMark VII                                                         -3.074e-01
## ModelMark VIII                                                        -4.204e-01
## ModelMatrix                                                            1.620e-01
## ModelMaxima                                                            1.083e-01
## ModelMaybach                                                           3.060e-02
## ModelMazdaspeed 3                                                      2.107e-01
## ModelMazdaspeed 6                                                      4.768e-01
## ModelMazdaspeed MX-5 Miata                                             4.061e-01
## ModelMazdaspeed Protege                                                3.405e-01
## ModelMDX                                                              -3.893e-01
## ModelMetris                                                           -1.292e+00
## ModelMetro                                                            -8.225e-01
## ModelMighty Max Pickup                                                -9.304e-03
## ModelMillenia                                                          5.860e-01
## ModelMirage                                                           -6.153e-01
## ModelMirage G4                                                        -5.483e-01
## ModelMKC                                                              -2.201e-01
## ModelMKS                                                              -7.493e-02
## ModelMKT                                                              -3.621e-01
## ModelMKX                                                              -2.048e-01
## ModelMKZ                                                               1.013e-01
## ModelMKZ Hybrid                                                        1.276e-01
## ModelML55 AMG                                                         -9.166e-01
## ModelModel S                                                                  NA
## ModelMonaco                                                            1.867e-01
## ModelMontana                                                           3.604e-01
## ModelMontana SV6                                                       2.633e-01
## ModelMonte Carlo                                                      -8.415e-01
## ModelMontero                                                           1.793e-01
## ModelMontero Sport                                                     2.750e-02
## ModelMP4-12C                                                                  NA
## ModelMPV                                                               4.762e-01
## ModelMR2                                                               4.070e-01
## ModelMR2 Spyder                                                        3.281e-01
## ModelMulsanne                                                          6.250e-02
## ModelMurano                                                            2.109e-01
## ModelMurano CrossCabriolet                                             3.985e-01
## ModelMurcielago                                                       -1.424e+00
## ModelMustang                                                          -2.152e-01
## ModelMustang SVT Cobra                                                 1.702e-01
## ModelMX-3                                                              6.701e-01
## ModelMX-5 Miata                                                        3.363e-01
## ModelMX-6                                                              4.635e-01
## ModelNavajo                                                            6.544e-01
## ModelNavigator                                                         4.122e-01
## ModelNeon                                                             -1.185e-01
## ModelNew Beetle                                                        2.270e-02
## ModelNew Yorker                                                        9.175e-02
## ModelNinety-Eight                                                     -3.863e-02
## ModelNitro                                                            -3.606e-02
## ModelNSX                                                               7.967e-01
## ModelNV200                                                             7.311e-03
## ModelNX                                                                2.600e-01
## ModelNX 200t                                                          -7.515e-01
## ModelNX 300h                                                          -7.550e-01
## ModelOdyssey                                                           8.606e-03
## ModelOmni                                                              2.999e-01
## ModelOptima                                                            2.548e-02
## ModelOptima Hybrid                                                    -6.557e-02
## ModelOutback                                                           1.453e-01
## ModelOutlander                                                        -2.524e-01
## ModelOutlander Sport                                                  -3.505e-01
## ModelPacifica                                                          2.079e-01
## ModelPanamera                                                                 NA
## ModelPark Avenue                                                       4.764e-01
## ModelPark Ward                                                         5.652e-01
## ModelPaseo                                                             4.439e-01
## ModelPassat                                                            1.392e-01
## ModelPassport                                                          4.816e-02
## ModelPathfinder                                                        1.462e-01
## ModelPhaeton                                                           8.606e-01
## ModelPhantom                                                           6.464e-01
## ModelPhantom Coupe                                                     6.071e-01
## ModelPhantom Drophead Coupe                                            5.735e-01
## ModelPickup                                                            5.685e-01
## ModelPilot                                                             1.185e-03
## ModelPrecis                                                            8.696e-02
## ModelPrelude                                                           2.133e-02
## ModelPrevia                                                            3.928e-01
## ModelPrius                                                             4.138e-01
## ModelPrius c                                                           2.337e-01
## ModelPrius Prime                                                       5.114e-01
## ModelPrius v                                                           2.789e-01
## ModelPrizm                                                            -9.197e-01
## ModelProbe                                                             5.853e-02
## ModelProtege                                                           2.399e-01
## ModelProtege5                                                          3.335e-01
## ModelProwler                                                           1.043e+00
## ModelPT Cruiser                                                        3.466e-02
## ModelPulsar                                                            3.030e-01
## ModelQ3                                                               -1.420e-02
## ModelQ40                                                              -2.065e-01
## ModelQ45                                                               4.128e-01
## ModelQ5                                                                1.438e-01
## ModelQ50                                                              -5.134e-04
## ModelQ60 Convertible                                                   1.012e-01
## ModelQ60 Coupe                                                         2.345e-02
## ModelQ7                                                                2.332e-01
## ModelQ70                                                               1.709e-01
## ModelQuattroporte                                                     -3.262e-02
## ModelQuest                                                             1.379e-01
## ModelQX                                                                2.733e-01
## ModelQX4                                                               1.764e-01
## ModelQX50                                                             -5.162e-01
## ModelQX56                                                              3.219e-01
## ModelQX60                                                             -2.614e-01
## ModelQX70                                                             -2.412e-01
## ModelQX80                                                              3.023e-01
## ModelR-Class                                                          -1.248e+00
## ModelR32                                                               1.909e-01
## ModelR8                                                                1.177e+00
## ModelRabbit                                                           -1.615e-01
## ModelRaider                                                           -3.250e-01
## ModelRainier                                                           3.236e-01
## ModelRally Wagon                                                      -3.906e-01
## ModelRAM 150                                                           1.061e-01
## ModelRAM 250                                                           1.156e-01
## ModelRam 50 Pickup                                                     2.934e-01
## ModelRam Cargo                                                         4.117e-02
## ModelRam Pickup 1500                                                   4.531e-03
## ModelRam Van                                                          -4.432e-02
## ModelRam Wagon                                                         5.806e-02
## ModelRamcharger                                                        1.588e-01
## ModelRange Rover                                                       3.330e-01
## ModelRange Rover Evoque                                               -4.235e-01
## ModelRange Rover Sport                                                        NA
## ModelRanger                                                           -1.352e-01
## ModelRapide                                                            7.221e-02
## ModelRapide S                                                         -1.493e-01
## ModelRAV4                                                              3.812e-01
## ModelRAV4 EV                                                           6.342e-01
## ModelRAV4 Hybrid                                                       2.550e-01
## ModelRC 200t                                                          -3.697e-01
## ModelRC 300                                                           -4.038e-01
## ModelRC 350                                                           -4.365e-01
## ModelRC F                                                             -4.393e-01
## ModelRDX                                                              -6.199e-01
## ModelReatta                                                            1.747e-02
## ModelRegal                                                             6.190e-02
## ModelRegency                                                          -1.536e-01
## ModelRendezvous                                                        2.193e-01
## ModelReno                                                             -3.575e-01
## ModelReventon                                                                 NA
## ModelRidgeline                                                        -2.492e-01
## ModelRio                                                              -3.136e-01
## ModelRiviera                                                          -1.112e-01
## ModelRL                                                               -1.375e-02
## ModelRLX                                                              -1.348e-02
## ModelRoadmaster                                                       -6.528e-02
## ModelRogue                                                             5.776e-02
## ModelRogue Select                                                     -1.486e-01
## ModelRondo                                                            -1.228e-01
## ModelRoutan                                                            3.189e-01
## ModelRS 4                                                              5.989e-01
## ModelRS 5                                                              3.798e-01
## ModelRS 6                                                              7.554e-01
## ModelRS 7                                                              6.426e-01
## ModelRSX                                                              -5.639e-01
## ModelRX 300                                                           -5.653e-01
## ModelRX 330                                                           -5.760e-01
## ModelRX 350                                                           -6.212e-01
## ModelRX 400h                                                          -6.573e-01
## ModelRX 450h                                                          -7.131e-01
## ModelRX-7                                                              1.731e+00
## ModelRX-8                                                              4.654e-01
## ModelS-10                                                             -8.640e-01
## ModelS-10 Blazer                                                      -6.257e-01
## ModelS-15                                                             -2.690e-01
## ModelS-15 Jimmy                                                       -2.574e-01
## ModelS-Class                                                          -3.876e-01
## ModelS2000                                                                    NA
## ModelS3                                                                2.089e-01
## ModelS4                                                                3.306e-01
## ModelS40                                                               4.209e-02
## ModelS5                                                                4.068e-01
## ModelS6                                                                4.420e-01
## ModelS60                                                               1.301e-01
## ModelS60 Cross Country                                                 2.742e-01
## ModelS7                                                                5.206e-01
## ModelS70                                                              -1.558e-01
## ModelS8                                                                6.902e-01
## ModelS80                                                               2.612e-01
## ModelS90                                                               2.256e-01
## ModelSafari                                                           -4.109e-01
## ModelSafari Cargo                                                     -3.654e-01
## ModelSamurai                                                           2.605e-01
## ModelSanta Fe                                                         -3.965e-02
## ModelSanta Fe Sport                                                   -8.226e-02
## ModelSavana                                                           -2.932e-01
## ModelSavana Cargo                                                     -3.658e-01
## ModelSC 300                                                           -3.882e-01
## ModelSC 400                                                           -4.175e-01
## ModelSC 430                                                                   NA
## ModelScoupe                                                            9.142e-02
## ModelSebring                                                           2.024e-01
## ModelSedona                                                            9.538e-02
## ModelSentra                                                           -1.437e-01
## ModelSephia                                                           -1.754e-01
## ModelSequoia                                                           7.010e-01
## ModelSeville                                                           1.007e-01
## ModelShadow                                                            2.537e-01
## ModelShelby GT350                                                      2.999e-04
## ModelShelby GT500                                                     -1.452e-01
## ModelSidekick                                                          8.158e-02
## ModelSienna                                                            4.263e-01
## ModelSierra 1500                                                      -3.795e-01
## ModelSierra 1500 Classic                                              -5.010e-01
## ModelSierra 1500 Hybrid                                               -5.512e-01
## ModelSierra 1500HD                                                    -4.729e-01
## ModelSierra C3                                                        -2.153e-01
## ModelSierra Classic 1500                                               1.749e-02
## ModelSigma                                                            -9.072e-02
## ModelSilhouette                                                        3.260e-01
## ModelSilver Seraph                                                     4.146e-01
## ModelSilverado 1500                                                   -7.489e-01
## ModelSilverado 1500 Classic                                           -8.572e-01
## ModelSilverado 1500 Hybrid                                            -9.096e-01
## ModelSixty Special                                                    -4.977e-01
## ModelSkylark                                                           6.622e-02
## ModelSL-Class                                                         -5.241e-01
## ModelSLC-Class                                                        -1.104e+00
## ModelSLK-Class                                                        -1.013e+00
## ModelSLR McLaren                                                       8.358e-01
## ModelSLS AMG                                                          -5.484e-02
## ModelSLS AMG GT                                                       -9.502e-03
## ModelSLS AMG GT Final Edition                                                 NA
## ModelSLX                                                              -4.033e-01
## ModelSolstice                                                          1.011e-01
## ModelSonata                                                           -1.698e-01
## ModelSonata Hybrid                                                    -2.530e-01
## ModelSonic                                                            -1.084e+00
## ModelSonoma                                                           -5.663e-01
## ModelSorento                                                           1.446e-01
## ModelSoul                                                             -2.330e-01
## ModelSoul EV                                                           8.607e-02
## ModelSpark                                                            -1.224e+00
## ModelSpark EV                                                         -1.273e+00
## ModelSpectra                                                          -2.122e-01
## ModelSpirit                                                            2.709e-01
## ModelSportage                                                                 NA
## ModelSportvan                                                         -7.474e-01
## ModelSpyder                                                           -1.479e-01
## ModelSQ5                                                               3.089e-02
## ModelSRT Viper                                                         3.795e-01
## ModelSRX                                                              -4.310e-01
## ModelSS                                                               -7.463e-01
## ModelSSR                                                              -4.917e-01
## ModelStanza                                                            2.555e-01
## ModelStealth                                                           2.057e-01
## ModelStratus                                                           4.260e-02
## ModelSTS                                                               7.226e-02
## ModelSTS-V                                                             1.027e-01
## ModelSuburban                                                         -3.463e-01
## ModelSunbird                                                           3.766e-01
## ModelSundance                                                          2.836e-01
## ModelSunfire                                                          -2.115e-01
## ModelSuperamerica                                                             NA
## ModelSupersports Convertible ISR                                      -3.453e-01
## ModelSupra                                                             2.319e+00
## ModelSVX                                                              -1.026e-02
## ModelSwift                                                            -3.024e-01
## ModelSX4                                                              -3.188e-01
## ModelSyclone                                                           3.873e-01
## ModelT100                                                              5.850e-01
## ModelTacoma                                                            1.911e-01
## ModelTahoe                                                            -3.794e-01
## ModelTahoe Hybrid                                                     -4.860e-01
## ModelTahoe Limited/Z71                                                -6.733e-01
## ModelTaurus                                                           -8.654e-02
## ModelTaurus X                                                         -3.744e-03
## ModeltC                                                                1.771e-01
## ModelTC                                                                4.152e-02
## ModelTempo                                                             1.957e-01
## ModelTercel                                                            4.565e-01
## ModelTerrain                                                          -3.430e-01
## ModelTerraza                                                           2.758e-01
## ModelThunderbird                                                       1.278e-01
## ModelTiburon                                                          -1.761e-01
## ModelTiguan                                                            1.662e-01
## ModelTitan                                                             7.544e-03
## ModelTL                                                               -2.455e-01
## ModelTLX                                                              -2.923e-01
## ModelToronado                                                                 NA
## ModelTorrent                                                           1.966e-01
## ModelTouareg                                                           4.833e-01
## ModelTouareg 2                                                         3.829e-01
## ModelTown and Country                                                  2.953e-01
## ModelTown Car                                                          3.849e-01
## ModelTracker                                                          -8.200e-01
## ModelTrailBlazer                                                      -7.285e-01
## ModelTrailBlazer EXT                                                  -6.717e-01
## ModelTrans Sport                                                       8.602e-02
## ModelTransit Connect                                                  -5.124e-02
## ModelTransit Wagon                                                     1.774e-01
## ModelTraverse                                                         -6.806e-01
## ModelTrax                                                             -8.989e-01
## ModelTribeca                                                           2.021e-01
## ModelTribute                                                           4.252e-01
## ModelTribute Hybrid                                                    5.221e-01
## ModelTruck                                                             3.272e-01
## ModelTSX                                                              -2.878e-01
## ModelTSX Sport Wagon                                                  -2.582e-01
## ModelTT                                                                3.236e-01
## ModelTT RS                                                             4.292e-01
## ModelTTS                                                               3.761e-01
## ModelTucson                                                           -1.649e-01
## ModelTundra                                                            1.991e-01
## ModelTyphoon                                                           5.633e-01
## ModelUplander                                                         -7.896e-01
## ModelV12 Vanquish                                                      2.302e-01
## ModelV12 Vantage                                                      -5.969e-02
## ModelV12 Vantage S                                                    -3.205e-01
## ModelV40                                                               8.876e-02
## ModelV50                                                               7.976e-02
## ModelV60                                                               1.749e-01
## ModelV60 Cross Country                                                -1.172e-01
## ModelV70                                                               1.326e-01
## ModelV8                                                               -5.344e-02
## ModelV8 Vantage                                                       -4.384e-01
## ModelV90                                                              -1.508e-01
## ModelVan                                                               2.563e-01
## ModelVanagon                                                           2.859e-01
## ModelVandura                                                          -3.800e-01
## ModelVanquish                                                          1.469e-01
## ModelVanwagon                                                                 NA
## ModelVeloster                                                         -3.217e-01
## ModelVenture                                                          -6.535e-01
## ModelVenza                                                             3.916e-01
## ModelVeracruz                                                          4.907e-03
## ModelVerano                                                                   NA
## ModelVerona                                                           -1.031e-01
## ModelVersa                                                            -3.835e-01
## ModelVersa Note                                                       -2.761e-01
## ModelVeyron 16.4                                                              NA
## ModelVibe                                                                     NA
## ModelVigor                                                            -3.643e-01
## ModelViper                                                             3.060e-01
## ModelVirage                                                                   NA
## ModelVitara                                                           -1.137e-01
## ModelVoyager                                                           2.359e-02
## ModelWindstar                                                          1.851e-01
## ModelWindstar Cargo                                                           NA
## ModelWraith                                                                   NA
## ModelWRX                                                               2.224e-02
## ModelX-90                                                              1.671e-01
## ModelX1                                                               -3.901e-01
## ModelX3                                                               -2.120e-01
## ModelX4                                                               -1.706e-01
## ModelX5                                                               -6.000e-03
## ModelX5 M                                                             -5.451e-02
## ModelX6                                                                8.388e-02
## ModelX6 M                                                             -2.067e-02
## ModelxA                                                               -9.059e-02
## ModelxB                                                                5.150e-02
## ModelXC                                                               -4.664e-03
## ModelXC60                                                             -9.843e-02
## ModelXC70                                                             -1.556e-01
## ModelXC90                                                                     NA
## ModelxD                                                                       NA
## ModelXG300                                                             3.750e-02
## ModelXG350                                                                    NA
## ModelXL-7                                                              5.856e-02
## ModelXL7                                                                      NA
## ModelXLR                                                               4.135e-01
## ModelXLR-V                                                             2.582e-01
## ModelXT                                                                2.272e-01
## ModelXT5                                                              -3.910e-01
## ModelXterra                                                                   NA
## ModelXTS                                                                      NA
## ModelXV Crosstrek                                                             NA
## ModelYaris                                                            -2.491e-02
## ModelYaris iA                                                                 NA
## ModelYukon                                                            -3.785e-02
## ModelYukon Denali                                                     -2.924e-01
## ModelYukon Hybrid                                                      2.106e-02
## ModelYukon XL                                                                 NA
## ModelZ3                                                                2.110e-01
## ModelZ4                                                                2.312e-01
## ModelZ4 M                                                              1.672e-01
## ModelZ8                                                                1.192e+00
## ModelZDX                                                                      NA
## ModelZephyr                                                                   NA
## Year1991                                                              -4.670e-03
## Year1992                                                              -1.033e-02
## Year1993                                                              -1.911e-03
## Year1994                                                               1.721e-03
## Year1995                                                               3.639e-02
## Year1996                                                               9.093e-02
## Year1997                                                               1.128e-01
## Year1998                                                               1.804e-01
## Year1999                                                               2.569e-01
## Year2000                                                               3.076e-01
## Year2001                                                               2.387e+00
## Year2002                                                               2.411e+00
## Year2003                                                               2.446e+00
## Year2004                                                               2.450e+00
## Year2005                                                               2.465e+00
## Year2006                                                               2.456e+00
## Year2007                                                               2.472e+00
## Year2008                                                               2.496e+00
## Year2009                                                               2.528e+00
## Year2010                                                               2.539e+00
## Year2011                                                               2.546e+00
## Year2012                                                               2.568e+00
## Year2013                                                               2.586e+00
## Year2014                                                               2.605e+00
## Year2015                                                               2.626e+00
## Year2016                                                               2.639e+00
## Year2017                                                               2.644e+00
## Engine.Fuel.Typediesel                                                 2.106e-01
## Engine.Fuel.Typeelectric                                               7.665e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)           8.866e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)              4.660e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                               4.262e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                       2.404e-01
## Engine.Fuel.Typenatural gas                                            3.909e-01
## Engine.Fuel.Typepremium unleaded (recommended)                         7.371e-02
## Engine.Fuel.Typepremium unleaded (required)                            4.844e-02
## Engine.Fuel.Typeregular unleaded                                       3.535e-02
## Engine.HP                                                              1.476e-03
## Engine.Cylinders                                                       8.864e-03
## Transmission.TypeAUTOMATIC                                            -1.404e-02
## Transmission.TypeDIRECT_DRIVE                                         -8.073e-02
## Transmission.TypeMANUAL                                               -6.891e-02
## Transmission.TypeUNKNOWN                                               1.254e-01
## Driven_Wheelsfour wheel drive                                          2.696e-02
## Driven_Wheelsfront wheel drive                                        -5.785e-02
## Driven_Wheelsrear wheel drive                                         -5.519e-02
## Number.of.Doors2                                                      -9.991e-02
## Number.of.Doors3                                                      -7.322e-02
## Number.of.Doors4                                                      -4.244e-02
## Market.CategoryCrossover,Diesel                                        3.437e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                2.548e-02
## Market.CategoryCrossover,Exotic,Luxury,Performance                            NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance         5.509e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance              5.052e-01
## Market.CategoryCrossover,Factory Tuner,Performance                     6.345e-02
## Market.CategoryCrossover,Flex Fuel                                    -1.005e-02
## Market.CategoryCrossover,Flex Fuel,Luxury                              3.284e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                  4.155e-01
## Market.CategoryCrossover,Flex Fuel,Performance                         7.616e-02
## Market.CategoryCrossover,Hatchback                                     7.326e-03
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance           2.348e-01
## Market.CategoryCrossover,Hatchback,Luxury                                     NA
## Market.CategoryCrossover,Hatchback,Performance                         1.392e-01
## Market.CategoryCrossover,Hybrid                                        1.709e-01
## Market.CategoryCrossover,Luxury                                        3.550e-01
## Market.CategoryCrossover,Luxury,Diesel                                 3.246e-01
## Market.CategoryCrossover,Luxury,High-Performance                       5.729e-01
## Market.CategoryCrossover,Luxury,Hybrid                                 5.393e-01
## Market.CategoryCrossover,Luxury,Performance                            3.773e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid                            NA
## Market.CategoryCrossover,Performance                                   3.641e-02
## Market.CategoryDiesel                                                 -4.540e-02
## Market.CategoryDiesel,Luxury                                          -4.936e-03
## Market.CategoryExotic,Factory Tuner,High-Performance                   3.990e-01
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance            3.080e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                 3.533e-02
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -2.204e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance               -8.967e-02
## Market.CategoryExotic,High-Performance                                 3.082e-01
## Market.CategoryExotic,Luxury                                          -3.191e-02
## Market.CategoryExotic,Luxury,High-Performance                         -4.603e-02
## Market.CategoryExotic,Luxury,High-Performance,Hybrid                  -2.214e-01
## Market.CategoryExotic,Luxury,Performance                                      NA
## Market.CategoryExotic,Performance                                             NA
## Market.CategoryFactory Tuner,High-Performance                          1.034e-01
## Market.CategoryFactory Tuner,Luxury                                   -8.567e-02
## Market.CategoryFactory Tuner,Luxury,High-Performance                   1.575e-01
## Market.CategoryFactory Tuner,Luxury,Performance                        5.496e-02
## Market.CategoryFactory Tuner,Performance                               4.039e-02
## Market.CategoryFlex Fuel                                              -1.048e-01
## Market.CategoryFlex Fuel,Diesel                                       -3.803e-02
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance         2.236e-01
## Market.CategoryFlex Fuel,Hybrid                                        1.319e-01
## Market.CategoryFlex Fuel,Luxury                                       -1.747e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance                       6.994e-02
## Market.CategoryFlex Fuel,Luxury,Performance                            7.028e-02
## Market.CategoryFlex Fuel,Performance                                  -3.797e-02
## Market.CategoryFlex Fuel,Performance,Hybrid                           -8.930e-02
## Market.CategoryHatchback                                              -1.564e-02
## Market.CategoryHatchback,Diesel                                       -2.190e-03
## Market.CategoryHatchback,Factory Tuner,High-Performance                2.114e-01
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance              2.741e-01
## Market.CategoryHatchback,Factory Tuner,Performance                     8.952e-02
## Market.CategoryHatchback,Flex Fuel                                    -2.703e-02
## Market.CategoryHatchback,Hybrid                                               NA
## Market.CategoryHatchback,Luxury                                        1.292e-01
## Market.CategoryHatchback,Luxury,Hybrid                                        NA
## Market.CategoryHatchback,Luxury,Performance                            1.464e-01
## Market.CategoryHatchback,Performance                                   4.944e-02
## Market.CategoryHigh-Performance                                        5.369e-04
## Market.CategoryHybrid                                                  1.764e-01
## Market.CategoryLuxury                                                  4.460e-03
## Market.CategoryLuxury,High-Performance                                 3.015e-02
## Market.CategoryLuxury,High-Performance,Hybrid                          5.446e-02
## Market.CategoryLuxury,Hybrid                                           5.349e-02
## Market.CategoryLuxury,Performance                                      2.396e-02
## Market.CategoryLuxury,Performance,Hybrid                               7.171e-02
## Market.CategoryN/A                                                    -6.091e-02
## Market.CategoryPerformance                                             7.740e-03
## Market.CategoryPerformance,Hybrid                                      1.013e-02
## Vehicle.SizeLarge                                                      2.345e-02
## Vehicle.SizeMidsize                                                   -1.190e-02
## Vehicle.Style2dr SUV                                                  -6.386e-02
## Vehicle.Style4dr Hatchback                                            -1.739e-02
## Vehicle.Style4dr SUV                                                  -4.873e-02
## Vehicle.StyleCargo Minivan                                            -5.929e-02
## Vehicle.StyleCargo Van                                                -6.154e-03
## Vehicle.StyleConvertible                                               2.056e-01
## Vehicle.StyleConvertible SUV                                                  NA
## Vehicle.StyleCoupe                                                     8.166e-02
## Vehicle.StyleCrew Cab Pickup                                           1.504e-01
## Vehicle.StyleExtended Cab Pickup                                       5.646e-02
## Vehicle.StylePassenger Minivan                                         3.900e-02
## Vehicle.StylePassenger Van                                                    NA
## Vehicle.StyleRegular Cab Pickup                                               NA
## Vehicle.StyleSedan                                                    -6.067e-03
## Vehicle.StyleWagon                                                            NA
## highway.MPG                                                           -8.382e-05
## city.mpg                                                              -1.074e-03
## Popularity                                                                    NA
##                                                                       Std. Error
## (Intercept)                                                            9.656e-02
## MakeAlfa Romeo                                                         8.599e-02
## MakeAston Martin                                                       8.556e-02
## MakeAudi                                                               1.600e-01
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## MakeBugatti                                                            8.206e-02
## MakeBuick                                                              5.792e-02
## MakeCadillac                                                           7.791e-02
## MakeChevrolet                                                          8.137e-02
## MakeChrysler                                                           1.777e-01
## MakeDodge                                                              1.826e-01
## MakeFerrari                                                            8.758e-02
## MakeFIAT                                                               4.939e-02
## MakeFord                                                               8.707e-02
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## MakeGMC                                                                6.087e-02
## MakeHonda                                                              6.366e-02
## MakeHUMMER                                                             1.170e-01
## MakeHyundai                                                            6.519e-02
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## MakeKia                                                                4.851e-02
## MakeLamborghini                                                        1.065e-01
## MakeLand Rover                                                         7.997e-02
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## MakeLincoln                                                            1.158e-01
## MakeLotus                                                              6.926e-02
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## MakeMaybach                                                            8.013e-02
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## MakeMercedes-Benz                                                      8.565e-02
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## MakeRolls-Royce                                                        7.838e-02
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## MakeScion                                                              6.076e-02
## MakeSpyker                                                             7.802e-02
## MakeSubaru                                                             5.054e-02
## MakeSuzuki                                                             4.530e-02
## MakeTesla                                                              7.947e-02
## MakeToyota                                                             8.278e-02
## MakeVolkswagen                                                         1.808e-01
## MakeVolvo                                                              1.101e-01
## Model1 Series M                                                        9.103e-02
## Model100                                                               1.733e-01
## Model124 Spider                                                        7.207e-02
## Model190-Class                                                         1.117e-01
## Model2                                                                 5.761e-02
## Model2 Series                                                          3.238e-02
## Model200                                                               1.759e-01
## Model200SX                                                             5.389e-02
## Model240                                                               1.310e-01
## Model240SX                                                             5.458e-02
## Model3                                                                 5.243e-02
## Model3 Series                                                          3.007e-02
## Model3 Series Gran Turismo                                             4.858e-02
## Model300                                                               1.776e-01
## Model300-Class                                                         1.073e-01
## Model3000GT                                                            9.959e-02
## Model300M                                                              1.835e-01
## Model300ZX                                                             5.294e-02
## Model323                                                               8.005e-02
## Model350-Class                                                         1.168e-01
## Model350Z                                                              4.238e-02
## Model360                                                               6.757e-02
## Model370Z                                                              3.953e-02
## Model4 Series                                                          3.014e-02
## Model4 Series Gran Coupe                                               3.477e-02
## Model400-Class                                                         1.148e-01
## Model420-Class                                                         1.241e-01
## Model456M                                                              7.275e-02
## Model458 Italia                                                        7.218e-02
## Model4C                                                                       NA
## Model4Runner                                                           7.115e-02
## Model5                                                                 8.386e-02
## Model5 Series                                                          3.527e-02
## Model5 Series Gran Turismo                                             4.606e-02
## Model500                                                               5.401e-02
## Model500-Class                                                         1.101e-01
## Model500e                                                              9.308e-02
## Model500L                                                              5.517e-02
## Model500X                                                                     NA
## Model550                                                               8.897e-02
## Model560-Class                                                         1.160e-01
## Model57                                                                7.436e-02
## Model570S                                                              1.073e-01
## Model575M                                                              7.224e-02
## Model599                                                               7.564e-02
## Model6                                                                 5.478e-02
## Model6 Series                                                          3.104e-02
## Model6 Series Gran Coupe                                               3.749e-02
## Model600-Class                                                         1.147e-01
## Model6000                                                              5.726e-02
## Model612 Scaglietti                                                    8.257e-02
## Model62                                                                7.436e-02
## Model626                                                               6.168e-02
## Model650S Coupe                                                        1.073e-01
## Model650S Spider                                                       1.074e-01
## Model7 Series                                                          3.531e-02
## Model718 Cayman                                                        6.682e-02
## Model740                                                               1.295e-01
## Model760                                                               1.382e-01
## Model780                                                               1.430e-01
## Model8 Series                                                          5.143e-02
## Model80                                                                1.754e-01
## Model850                                                               1.271e-01
## Model86                                                                8.834e-02
## Model9-2X                                                              6.470e-02
## Model9-3                                                               5.064e-02
## Model9-3 Griffin                                                       5.768e-02
## Model9-4X                                                              1.351e-01
## Model9-5                                                               5.478e-02
## Model9-7X                                                              6.264e-02
## Model90                                                                1.737e-01
## Model900                                                               3.766e-02
## Model9000                                                                     NA
## Model911                                                               2.683e-02
## Model928                                                               6.999e-02
## Model929                                                               8.424e-02
## Model940                                                               1.288e-01
## Model944                                                               6.395e-02
## Model960                                                               1.310e-01
## Model968                                                               5.463e-02
## ModelA3                                                                1.688e-01
## ModelA4                                                                1.696e-01
## ModelA4 allroad                                                        1.759e-01
## ModelA5                                                                1.720e-01
## ModelA6                                                                1.697e-01
## ModelA7                                                                1.708e-01
## ModelA8                                                                1.723e-01
## ModelAcadia                                                            4.639e-02
## ModelAcadia Limited                                                    7.576e-02
## ModelAccent                                                            4.727e-02
## ModelAcclaim                                                           1.935e-01
## ModelAccord                                                            3.947e-02
## ModelAccord Crosstour                                                  5.591e-02
## ModelAccord Hybrid                                                     5.769e-02
## ModelAccord Plug-In Hybrid                                             1.003e-01
## ModelAchieva                                                           5.901e-02
## ModelActiveHybrid 5                                                    8.522e-02
## ModelActiveHybrid 7                                                    8.513e-02
## ModelActiveHybrid X6                                                   9.663e-02
## ModelAerio                                                             5.064e-02
## ModelAerostar                                                          6.220e-02
## ModelAlero                                                             5.159e-02
## ModelAllante                                                           6.518e-02
## Modelallroad                                                           1.712e-01
## Modelallroad quattro                                                   1.264e-01
## ModelAlpina                                                            1.204e-01
## ModelALPINA B6 Gran Coupe                                              5.895e-02
## ModelALPINA B7                                                         4.171e-02
## ModelAltima                                                            3.869e-02
## ModelAltima Hybrid                                                     6.816e-02
## ModelAmanti                                                            7.216e-02
## ModelAMG GT                                                            8.011e-02
## ModelArmada                                                            2.993e-02
## ModelArnage                                                            1.114e-01
## ModelAspen                                                             1.800e-01
## ModelAspire                                                            9.487e-02
## ModelAstro                                                             1.062e-01
## ModelAstro Cargo                                                       1.075e-01
## ModelATS                                                               2.555e-02
## ModelATS Coupe                                                         2.760e-02
## ModelATS-V                                                             5.086e-02
## ModelAurora                                                            6.106e-02
## ModelAvalanche                                                         7.946e-02
## ModelAvalon                                                            6.699e-02
## ModelAvalon Hybrid                                                     7.538e-02
## ModelAvenger                                                           1.841e-01
## ModelAventador                                                         9.247e-02
## ModelAveo                                                              7.059e-02
## ModelAviator                                                           9.659e-02
## ModelAxxess                                                            9.444e-02
## ModelAzera                                                             5.449e-02
## ModelAztek                                                             6.738e-02
## ModelAzure                                                             1.191e-01
## ModelAzure T                                                           1.446e-01
## ModelB-Class Electric Drive                                            1.297e-01
## ModelB-Series                                                          5.947e-02
## ModelB-Series Pickup                                                   6.021e-02
## ModelB-Series Truck                                                    5.626e-02
## ModelB9 Tribeca                                                        3.598e-02
## ModelBaja                                                              4.520e-02
## ModelBeetle                                                            1.809e-01
## ModelBeetle Convertible                                                1.806e-01
## ModelBeretta                                                           8.834e-02
## ModelBlack Diamond Avalanche                                           8.346e-02
## ModelBlackwood                                                         1.263e-01
## ModelBlazer                                                            7.105e-02
## ModelBolt EV                                                           1.073e-01
## ModelBonneville                                                        4.694e-02
## ModelBorrego                                                           5.355e-02
## ModelBoxster                                                           4.009e-02
## ModelBravada                                                           6.508e-02
## ModelBreeze                                                            1.880e-01
## ModelBronco                                                            9.628e-02
## ModelBronco II                                                         9.925e-02
## ModelBrooklands                                                        1.305e-01
## ModelBrougham                                                          6.025e-02
## ModelBRZ                                                               5.827e-02
## ModelC-Class                                                           1.009e-01
## ModelC-Max Hybrid                                                      1.010e-01
## ModelC/K 1500 Series                                                   7.791e-02
## ModelC/K 2500 Series                                                   8.296e-02
## ModelC30                                                               1.303e-01
## ModelC36 AMG                                                           1.188e-01
## ModelC43 AMG                                                           1.177e-01
## ModelC70                                                               1.330e-01
## ModelC8                                                                       NA
## ModelCabrio                                                            1.829e-01
## ModelCabriolet                                                         1.779e-01
## ModelCadenza                                                           5.910e-02
## ModelCaliber                                                           1.836e-01
## ModelCalifornia                                                        8.203e-02
## ModelCalifornia T                                                      1.090e-01
## ModelCamaro                                                            6.556e-02
## ModelCamry                                                             6.600e-02
## ModelCamry Hybrid                                                      7.535e-02
## ModelCamry Solara                                                      6.727e-02
## ModelCanyon                                                            3.744e-02
## ModelCaprice                                                           8.635e-02
## ModelCaptiva Sport                                                     7.677e-02
## ModelCaravan                                                           1.920e-01
## ModelCarrera GT                                                        1.041e-01
## ModelCascada                                                           4.657e-02
## ModelCatera                                                            5.424e-02
## ModelCavalier                                                          7.450e-02
## ModelCayenne                                                           1.247e-01
## ModelCayman                                                            3.993e-02
## ModelCayman S                                                          9.247e-02
## ModelCC                                                                1.813e-01
## ModelCelebrity                                                         1.042e-01
## ModelCelica                                                            6.959e-02
## ModelCentury                                                           5.881e-02
## ModelChallenger                                                        1.832e-01
## ModelCharger                                                           1.828e-01
## ModelChevy Van                                                         9.966e-02
## ModelCiera                                                             6.597e-02
## ModelCirrus                                                            1.891e-01
## ModelCity Express                                                      9.883e-02
## ModelCivic                                                             3.940e-02
## ModelCivic CRX                                                         6.213e-02
## ModelCivic del Sol                                                     5.323e-02
## ModelCL                                                                8.253e-02
## ModelCL-Class                                                          1.038e-01
## ModelCLA-Class                                                         1.043e-01
## ModelClassic                                                           9.459e-02
## ModelCLK-Class                                                         1.031e-01
## ModelCLS-Class                                                         1.029e-01
## ModelCobalt                                                            7.023e-02
## ModelColorado                                                          6.425e-02
## ModelColt                                                              1.886e-01
## ModelConcorde                                                          1.822e-01
## ModelContinental                                                       9.240e-02
## ModelContinental Flying Spur                                           1.318e-01
## ModelContinental Flying Spur Speed                                     1.300e-01
## ModelContinental GT                                                    1.176e-01
## ModelContinental GT Speed                                              1.326e-01
## ModelContinental GT Speed Convertible                                  1.522e-01
## ModelContinental GT3-R                                                 1.452e-01
## ModelContinental GTC                                                   1.224e-01
## ModelContinental GTC Speed                                             1.325e-01
## ModelContinental Supersports                                           1.337e-01
## ModelContinental Supersports Convertible                               1.386e-01
## ModelContour                                                           9.111e-02
## ModelContour SVT                                                       1.002e-01
## ModelCorniche                                                          1.139e-01
## ModelCorolla                                                           6.364e-02
## ModelCorolla iM                                                        8.797e-02
## ModelCorrado                                                           1.872e-01
## ModelCorsica                                                           1.020e-01
## ModelCorvette                                                          6.562e-02
## ModelCorvette Stingray                                                 7.867e-02
## ModelCoupe                                                             1.551e-01
## ModelCR-V                                                              6.003e-02
## ModelCR-Z                                                              5.818e-02
## ModelCressida                                                          8.880e-02
## ModelCrossfire                                                         1.807e-01
## ModelCrosstour                                                         5.248e-02
## ModelCrosstrek                                                         3.644e-02
## ModelCrown Victoria                                                    1.002e-01
## ModelCruze                                                             6.649e-02
## ModelCruze Limited                                                     7.057e-02
## ModelCT 200h                                                           1.008e-01
## ModelCT6                                                               2.714e-02
## ModelCTS                                                               2.238e-02
## ModelCTS Coupe                                                         3.043e-02
## ModelCTS Wagon                                                         2.987e-02
## ModelCTS-V                                                             5.528e-02
## ModelCTS-V Coupe                                                       5.672e-02
## ModelCTS-V Wagon                                                       5.715e-02
## ModelCube                                                              4.416e-02
## ModelCustom Cruiser                                                    6.318e-02
## ModelCutlass                                                           5.671e-02
## ModelCutlass Calais                                                    4.464e-02
## ModelCutlass Ciera                                                     4.676e-02
## ModelCutlass Supreme                                                   5.312e-02
## ModelCX-3                                                              6.191e-02
## ModelCX-5                                                              5.778e-02
## ModelCX-7                                                              5.932e-02
## ModelCX-9                                                              5.986e-02
## ModelDakota                                                            1.830e-01
## ModelDart                                                              1.827e-01
## ModelDawn                                                              1.011e-01
## ModelDaytona                                                           1.926e-01
## ModelDB7                                                               7.954e-02
## ModelDB9                                                               6.948e-02
## ModelDB9 GT                                                            8.030e-02
## ModelDBS                                                               6.593e-02
## ModelDefender                                                          5.982e-02
## ModelDeVille                                                           3.812e-02
## ModelDiablo                                                            1.254e-01
## ModelDiamante                                                          1.011e-01
## ModelDiscovery                                                         4.730e-02
## ModelDiscovery Series II                                               4.833e-02
## ModelDiscovery Sport                                                   1.231e-01
## ModelDTS                                                               3.260e-02
## ModelDurango                                                           1.774e-01
## ModelDynasty                                                           1.945e-01
## ModelE-150                                                             8.941e-02
## ModelE-250                                                             1.028e-01
## ModelE-Class                                                           1.007e-01
## Modele-Golf                                                            1.953e-01
## ModelE-Series Van                                                      1.031e-01
## ModelE-Series Wagon                                                    8.927e-02
## ModelE55 AMG                                                           1.231e-01
## ModelECHO                                                              6.947e-02
## ModelEclipse                                                           1.022e-01
## ModelEclipse Spyder                                                    1.046e-01
## ModelEdge                                                              8.609e-02
## ModelEighty-Eight                                                      5.407e-02
## ModelEighty-Eight Royale                                               4.751e-02
## ModelElantra                                                           4.593e-02
## ModelElantra Coupe                                                     5.252e-02
## ModelElantra GT                                                        5.643e-02
## ModelElantra Touring                                                   4.867e-02
## ModelEldorado                                                          4.427e-02
## ModelElectra                                                           6.297e-02
## ModelElement                                                           5.963e-02
## ModelElise                                                             4.811e-02
## ModelEnclave                                                           5.531e-02
## ModelEncore                                                            5.385e-02
## ModelEndeavor                                                          9.789e-02
## ModelEntourage                                                         8.362e-02
## ModelEnvision                                                          6.025e-02
## ModelEnvoy                                                             3.499e-02
## ModelEnvoy XL                                                          3.579e-02
## ModelEnvoy XUV                                                         5.265e-02
## ModelEnzo                                                              1.080e-01
## ModelEos                                                               1.834e-01
## ModelEquator                                                           5.115e-02
## ModelEquinox                                                           7.196e-02
## ModelEquus                                                             7.743e-02
## ModelES 250                                                            8.832e-02
## ModelES 300                                                            7.499e-02
## ModelES 300h                                                           7.827e-02
## ModelES 330                                                            7.424e-02
## ModelES 350                                                            6.937e-02
## ModelEscalade                                                          3.739e-02
## ModelEscalade ESV                                                      3.738e-02
## ModelEscalade EXT                                                      1.394e-01
## ModelEscalade Hybrid                                                   4.972e-02
## ModelEscape                                                            8.754e-02
## ModelEscape Hybrid                                                     9.128e-02
## ModelEscort                                                            8.984e-02
## ModelEsprit                                                            6.461e-02
## ModelEstate Wagon                                                      9.995e-02
## ModelEsteem                                                            5.276e-02
## ModelEuroVan                                                           1.904e-01
## ModelEvora                                                             4.654e-02
## ModelEvora 400                                                         7.300e-02
## ModelEX                                                                1.361e-01
## ModelEX35                                                              1.371e-01
## ModelExcel                                                             5.436e-02
## ModelExige                                                                    NA
## ModelExpedition                                                        9.274e-02
## ModelExplorer                                                          8.796e-02
## ModelExplorer Sport                                                    9.101e-02
## ModelExplorer Sport Trac                                               8.164e-02
## ModelExpo                                                              9.554e-02
## ModelExpress                                                           6.784e-02
## ModelExpress Cargo                                                     1.041e-01
## ModelF-150                                                             8.916e-02
## ModelF-150 Heritage                                                    8.620e-02
## ModelF-150 SVT Lightning                                               9.923e-02
## ModelF-250                                                             8.545e-02
## ModelF12 Berlinetta                                                    8.289e-02
## ModelF430                                                              6.818e-02
## ModelFestiva                                                           9.764e-02
## ModelFF                                                                8.460e-02
## ModelFiesta                                                            9.239e-02
## ModelFirebird                                                          4.483e-02
## ModelFit                                                               4.431e-02
## ModelFit EV                                                            9.562e-02
## ModelFive Hundred                                                      8.675e-02
## ModelFJ Cruiser                                                        7.518e-02
## ModelFleetwood                                                         6.225e-02
## ModelFlex                                                              8.240e-02
## ModelFlying Spur                                                       1.239e-01
## ModelFocus                                                             9.444e-02
## ModelFocus RS                                                          1.418e-01
## ModelFocus ST                                                          1.063e-01
## ModelForenza                                                           4.947e-02
## ModelForester                                                          3.220e-02
## ModelForte                                                             5.215e-02
## ModelFox                                                               1.845e-01
## ModelFR-S                                                              4.085e-02
## ModelFreelander                                                        1.250e-01
## ModelFreestar                                                          6.080e-02
## ModelFreestyle                                                         7.810e-02
## ModelFrontier                                                          3.320e-02
## ModelFusion                                                            9.193e-02
## ModelFusion Hybrid                                                     9.852e-02
## ModelFX                                                                1.360e-01
## ModelFX35                                                              1.390e-01
## ModelFX45                                                              1.443e-01
## ModelFX50                                                              1.522e-01
## ModelG Convertible                                                     6.646e-02
## ModelG Coupe                                                           6.367e-02
## ModelG Sedan                                                           6.151e-02
## ModelG-Class                                                           1.148e-01
## ModelG20                                                               7.509e-02
## ModelG3                                                                9.227e-02
## ModelG35                                                               6.600e-02
## ModelG37                                                               6.540e-02
## ModelG37 Convertible                                                   7.860e-02
## ModelG37 Coupe                                                         7.243e-02
## ModelG37 Sedan                                                         7.030e-02
## ModelG5                                                                4.743e-02
## ModelG6                                                                3.701e-02
## ModelG8                                                                5.244e-02
## ModelG80                                                                      NA
## ModelGalant                                                            1.054e-01
## ModelGallardo                                                          9.063e-02
## ModelGenesis                                                           7.480e-02
## ModelGenesis Coupe                                                     4.806e-02
## ModelGhibli                                                            1.614e-01
## ModelGhost                                                             7.527e-02
## ModelGhost Series II                                                   7.925e-02
## ModelGL-Class                                                          1.299e-01
## ModelGLA-Class                                                         1.312e-01
## ModelGLC-Class                                                         1.353e-01
## ModelGLE-Class                                                         1.302e-01
## ModelGLE-Class Coupe                                                   1.366e-01
## ModelGLI                                                               1.817e-01
## ModelGLK-Class                                                         1.303e-01
## ModelGLS-Class                                                         1.376e-01
## ModelGolf                                                              1.814e-01
## ModelGolf Alltrack                                                     1.810e-01
## ModelGolf GTI                                                          1.811e-01
## ModelGolf R                                                            1.939e-01
## ModelGolf SportWagen                                                   1.812e-01
## ModelGrand Am                                                          4.121e-02
## ModelGrand Caravan                                                     1.877e-01
## ModelGrand Prix                                                        4.544e-02
## ModelGrand Vitara                                                      2.961e-02
## ModelGrand Voyager                                                     1.911e-01
## ModelGranSport                                                         1.665e-01
## ModelGranTurismo                                                       1.620e-01
## ModelGranTurismo Convertible                                           1.612e-01
## ModelGS 200t                                                           6.933e-02
## ModelGS 300                                                            6.886e-02
## ModelGS 350                                                            5.946e-02
## ModelGS 400                                                            7.590e-02
## ModelGS 430                                                            7.286e-02
## ModelGS 450h                                                           9.660e-02
## ModelGS 460                                                            7.266e-02
## ModelGS F                                                              1.029e-01
## ModelGT                                                                1.096e-01
## ModelGT-R                                                              4.914e-02
## ModelGTI                                                               1.810e-01
## ModelGTO                                                               6.360e-02
## ModelGX 460                                                            6.974e-02
## ModelGX 470                                                            7.740e-02
## ModelH3                                                                1.324e-01
## ModelH3T                                                                      NA
## ModelHHR                                                               7.039e-02
## ModelHighlander                                                        7.967e-02
## ModelHighlander Hybrid                                                 8.994e-02
## ModelHorizon                                                           2.087e-01
## ModelHR-V                                                              6.213e-02
## ModelHS 250h                                                           6.889e-02
## ModelHuracan                                                           9.883e-02
## Modeli-MiEV                                                            1.280e-01
## Modeli3                                                                8.660e-02
## ModelI30                                                               7.670e-02
## ModelI35                                                               8.291e-02
## ModeliA                                                                6.885e-02
## ModelILX                                                               7.896e-02
## ModelILX Hybrid                                                        9.835e-02
## ModeliM                                                                6.803e-02
## ModelImpala                                                            6.661e-02
## ModelImpala Limited                                                    6.824e-02
## ModelImperial                                                          1.935e-01
## ModelImpreza                                                           5.354e-02
## ModelImpreza WRX                                                       5.649e-02
## ModelInsight                                                           6.008e-02
## ModelIntegra                                                           8.143e-02
## ModelIntrepid                                                          1.873e-01
## ModelIntrigue                                                          5.551e-02
## ModeliQ                                                                5.333e-02
## ModelIS 200t                                                           8.194e-02
## ModelIS 250                                                            6.161e-02
## ModelIS 250 C                                                          7.269e-02
## ModelIS 300                                                            6.523e-02
## ModelIS 350                                                            6.414e-02
## ModelIS 350 C                                                          7.242e-02
## ModelIS F                                                              7.376e-02
## ModelJ30                                                               7.754e-02
## ModelJetta                                                             1.810e-01
## ModelJetta GLI                                                         1.812e-01
## ModelJetta Hybrid                                                      1.878e-01
## ModelJetta SportWagen                                                  1.808e-01
## ModelJimmy                                                             3.804e-02
## ModelJourney                                                           1.776e-01
## ModelJuke                                                              5.213e-02
## ModelJusty                                                             6.759e-02
## ModelJX                                                                1.470e-01
## ModelK900                                                              8.385e-02
## ModelKizashi                                                           5.108e-02
## ModelLaCrosse                                                          3.520e-02
## ModelLancer                                                            1.025e-01
## ModelLancer Evolution                                                  1.061e-01
## ModelLancer Sportback                                                  1.064e-01
## ModelLand Cruiser                                                      1.013e-01
## ModelLandaulet                                                                NA
## ModelLaser                                                             1.895e-01
## ModelLe Baron                                                          1.875e-01
## ModelLe Mans                                                           5.386e-02
## ModelLeaf                                                              7.588e-02
## ModelLegacy                                                            5.553e-02
## ModelLegend                                                            8.397e-02
## ModelLeSabre                                                           4.809e-02
## ModelLevante                                                           1.835e-01
## ModelLFA                                                               1.282e-01
## ModelLHS                                                               1.883e-01
## ModelLoyale                                                            6.728e-02
## ModelLR2                                                               1.236e-01
## ModelLR3                                                               5.711e-02
## ModelLR4                                                               3.576e-02
## ModelLS                                                                9.239e-02
## ModelLS 400                                                            7.616e-02
## ModelLS 430                                                            7.398e-02
## ModelLS 460                                                            5.889e-02
## ModelLS 600h L                                                         8.094e-02
## ModelLSS                                                               5.560e-02
## ModelLTD Crown Victoria                                                9.224e-02
## ModelLucerne                                                           3.506e-02
## ModelLumina                                                            8.630e-02
## ModelLumina Minivan                                                    1.118e-01
## ModelLX 450                                                            8.984e-02
## ModelLX 470                                                            7.832e-02
## ModelLX 570                                                            7.896e-02
## ModelM                                                                 4.927e-02
## ModelM-Class                                                           1.291e-01
## ModelM2                                                                6.699e-02
## ModelM3                                                                5.760e-02
## ModelM30                                                               8.311e-02
## ModelM35                                                               6.959e-02
## ModelM37                                                               8.508e-02
## ModelM4                                                                4.500e-02
## ModelM4 GTS                                                            9.195e-02
## ModelM45                                                               6.929e-02
## ModelM5                                                                5.889e-02
## ModelM56                                                               8.459e-02
## ModelM6                                                                4.563e-02
## ModelM6 Gran Coupe                                                     5.896e-02
## ModelMacan                                                             1.263e-01
## ModelMagnum                                                            1.848e-01
## ModelMalibu                                                            6.738e-02
## ModelMalibu Classic                                                    8.484e-02
## ModelMalibu Hybrid                                                     9.001e-02
## ModelMalibu Limited                                                    7.754e-02
## ModelMalibu Maxx                                                       7.508e-02
## ModelMark LT                                                           9.404e-02
## ModelMark VII                                                          1.011e-01
## ModelMark VIII                                                         9.869e-02
## ModelMatrix                                                            6.742e-02
## ModelMaxima                                                            4.429e-02
## ModelMaybach                                                           9.242e-02
## ModelMazdaspeed 3                                                      7.643e-02
## ModelMazdaspeed 6                                                      6.927e-02
## ModelMazdaspeed MX-5 Miata                                             7.476e-02
## ModelMazdaspeed Protege                                                8.311e-02
## ModelMDX                                                               1.085e-01
## ModelMetris                                                            1.247e-01
## ModelMetro                                                             8.402e-02
## ModelMighty Max Pickup                                                 1.007e-01
## ModelMillenia                                                          6.263e-02
## ModelMirage                                                            1.044e-01
## ModelMirage G4                                                         1.132e-01
## ModelMKC                                                               1.514e-01
## ModelMKS                                                               9.467e-02
## ModelMKT                                                               1.521e-01
## ModelMKX                                                               1.510e-01
## ModelMKZ                                                               9.142e-02
## ModelMKZ Hybrid                                                        1.274e-01
## ModelML55 AMG                                                          1.405e-01
## ModelModel S                                                                  NA
## ModelMonaco                                                            1.951e-01
## ModelMontana                                                           7.588e-02
## ModelMontana SV6                                                       9.550e-02
## ModelMonte Carlo                                                       7.459e-02
## ModelMontero                                                           1.113e-01
## ModelMontero Sport                                                     1.009e-01
## ModelMP4-12C                                                                  NA
## ModelMPV                                                               8.932e-02
## ModelMR2                                                               7.957e-02
## ModelMR2 Spyder                                                        7.487e-02
## ModelMulsanne                                                          1.241e-01
## ModelMurano                                                            4.453e-02
## ModelMurano CrossCabriolet                                             6.906e-02
## ModelMurcielago                                                        9.229e-02
## ModelMustang                                                           9.188e-02
## ModelMustang SVT Cobra                                                 9.503e-02
## ModelMX-3                                                              7.791e-02
## ModelMX-5 Miata                                                        5.401e-02
## ModelMX-6                                                              7.425e-02
## ModelNavajo                                                            6.936e-02
## ModelNavigator                                                         9.626e-02
## ModelNeon                                                              1.842e-01
## ModelNew Beetle                                                        1.815e-01
## ModelNew Yorker                                                        1.916e-01
## ModelNinety-Eight                                                      5.113e-02
## ModelNitro                                                             1.789e-01
## ModelNSX                                                               7.440e-02
## ModelNV200                                                             8.107e-02
## ModelNX                                                                6.176e-02
## ModelNX 200t                                                           1.343e-01
## ModelNX 300h                                                           1.438e-01
## ModelOdyssey                                                           7.679e-02
## ModelOmni                                                              2.112e-01
## ModelOptima                                                            5.442e-02
## ModelOptima Hybrid                                                     6.810e-02
## ModelOutback                                                           3.307e-02
## ModelOutlander                                                         9.834e-02
## ModelOutlander Sport                                                   9.727e-02
## ModelPacifica                                                          1.772e-01
## ModelPanamera                                                                 NA
## ModelPark Avenue                                                       4.816e-02
## ModelPark Ward                                                         9.535e-02
## ModelPaseo                                                             8.150e-02
## ModelPassat                                                            1.811e-01
## ModelPassport                                                          5.235e-02
## ModelPathfinder                                                        4.540e-02
## ModelPhaeton                                                           2.054e-01
## ModelPhantom                                                           7.545e-02
## ModelPhantom Coupe                                                     8.317e-02
## ModelPhantom Drophead Coupe                                            8.338e-02
## ModelPickup                                                            7.503e-02
## ModelPilot                                                             5.988e-02
## ModelPrecis                                                            1.276e-01
## ModelPrelude                                                           5.174e-02
## ModelPrevia                                                            1.002e-01
## ModelPrius                                                             7.916e-02
## ModelPrius c                                                           8.016e-02
## ModelPrius Prime                                                       9.184e-02
## ModelPrius v                                                           7.436e-02
## ModelPrizm                                                             8.268e-02
## ModelProbe                                                             9.368e-02
## ModelProtege                                                           6.075e-02
## ModelProtege5                                                          8.134e-02
## ModelProwler                                                           1.860e-01
## ModelPT Cruiser                                                        1.804e-01
## ModelPulsar                                                            1.019e-01
## ModelQ3                                                                1.201e-01
## ModelQ40                                                               8.508e-02
## ModelQ45                                                               7.716e-02
## ModelQ5                                                                1.205e-01
## ModelQ50                                                               6.088e-02
## ModelQ60 Convertible                                                   6.966e-02
## ModelQ60 Coupe                                                         6.339e-02
## ModelQ7                                                                1.204e-01
## ModelQ70                                                               6.009e-02
## ModelQuattroporte                                                      1.601e-01
## ModelQuest                                                             7.484e-02
## ModelQX                                                                7.708e-02
## ModelQX4                                                               8.031e-02
## ModelQX50                                                              1.376e-01
## ModelQX56                                                              7.431e-02
## ModelQX60                                                              1.374e-01
## ModelQX70                                                              1.386e-01
## ModelQX80                                                              7.208e-02
## ModelR-Class                                                           1.301e-01
## ModelR32                                                               1.918e-01
## ModelR8                                                                1.700e-01
## ModelRabbit                                                            1.820e-01
## ModelRaider                                                            9.979e-02
## ModelRainier                                                           5.304e-02
## ModelRally Wagon                                                       6.117e-02
## ModelRAM 150                                                           1.913e-01
## ModelRAM 250                                                           1.918e-01
## ModelRam 50 Pickup                                                     1.918e-01
## ModelRam Cargo                                                         1.941e-01
## ModelRam Pickup 1500                                                   1.832e-01
## ModelRam Van                                                           1.957e-01
## ModelRam Wagon                                                         1.901e-01
## ModelRamcharger                                                        1.920e-01
## ModelRange Rover                                                       2.670e-02
## ModelRange Rover Evoque                                                1.211e-01
## ModelRange Rover Sport                                                        NA
## ModelRanger                                                            8.939e-02
## ModelRapide                                                            7.686e-02
## ModelRapide S                                                          8.125e-02
## ModelRAV4                                                              7.920e-02
## ModelRAV4 EV                                                           1.136e-01
## ModelRAV4 Hybrid                                                       9.114e-02
## ModelRC 200t                                                           8.195e-02
## ModelRC 300                                                            8.184e-02
## ModelRC 350                                                            6.404e-02
## ModelRC F                                                              7.414e-02
## ModelRDX                                                               1.089e-01
## ModelReatta                                                            6.808e-02
## ModelRegal                                                             3.261e-02
## ModelRegency                                                           7.490e-02
## ModelRendezvous                                                        6.424e-02
## ModelReno                                                              5.357e-02
## ModelReventon                                                                 NA
## ModelRidgeline                                                         4.561e-02
## ModelRio                                                               5.318e-02
## ModelRiviera                                                           5.818e-02
## ModelRL                                                                7.879e-02
## ModelRLX                                                               7.938e-02
## ModelRoadmaster                                                        5.068e-02
## ModelRogue                                                             4.584e-02
## ModelRogue Select                                                      5.998e-02
## ModelRondo                                                             5.477e-02
## ModelRoutan                                                            1.856e-01
## ModelRS 4                                                              1.766e-01
## ModelRS 5                                                              1.732e-01
## ModelRS 6                                                              1.914e-01
## ModelRS 7                                                              1.763e-01
## ModelRSX                                                               8.381e-02
## ModelRX 300                                                            1.373e-01
## ModelRX 330                                                            1.367e-01
## ModelRX 350                                                            1.345e-01
## ModelRX 400h                                                           1.423e-01
## ModelRX 450h                                                           1.421e-01
## ModelRX-7                                                              8.632e-02
## ModelRX-8                                                              5.981e-02
## ModelS-10                                                              7.280e-02
## ModelS-10 Blazer                                                       7.906e-02
## ModelS-15                                                              5.505e-02
## ModelS-15 Jimmy                                                        4.987e-02
## ModelS-Class                                                           1.020e-01
## ModelS2000                                                                    NA
## ModelS3                                                                1.725e-01
## ModelS4                                                                1.709e-01
## ModelS40                                                               1.272e-01
## ModelS5                                                                1.724e-01
## ModelS6                                                                1.737e-01
## ModelS60                                                               1.238e-01
## ModelS60 Cross Country                                                 1.506e-01
## ModelS7                                                                1.744e-01
## ModelS70                                                               1.271e-01
## ModelS8                                                                1.744e-01
## ModelS80                                                               1.265e-01
## ModelS90                                                               1.282e-01
## ModelSafari                                                            8.594e-02
## ModelSafari Cargo                                                      8.762e-02
## ModelSamurai                                                           7.049e-02
## ModelSanta Fe                                                          6.330e-02
## ModelSanta Fe Sport                                                    6.379e-02
## ModelSavana                                                            4.351e-02
## ModelSavana Cargo                                                      6.880e-02
## ModelSC 300                                                            7.592e-02
## ModelSC 400                                                            7.580e-02
## ModelSC 430                                                                   NA
## ModelScoupe                                                            5.479e-02
## ModelSebring                                                           1.793e-01
## ModelSedona                                                            6.491e-02
## ModelSentra                                                            4.010e-02
## ModelSephia                                                            6.185e-02
## ModelSequoia                                                           7.228e-02
## ModelSeville                                                           4.747e-02
## ModelShadow                                                            1.914e-01
## ModelShelby GT350                                                      9.754e-02
## ModelShelby GT500                                                      9.909e-02
## ModelSidekick                                                          5.136e-02
## ModelSienna                                                            9.237e-02
## ModelSierra 1500                                                       3.302e-02
## ModelSierra 1500 Classic                                               3.793e-02
## ModelSierra 1500 Hybrid                                                5.168e-02
## ModelSierra 1500HD                                                     5.131e-02
## ModelSierra C3                                                         9.608e-02
## ModelSierra Classic 1500                                               6.213e-02
## ModelSigma                                                             1.260e-01
## ModelSilhouette                                                        8.112e-02
## ModelSilver Seraph                                                     9.535e-02
## ModelSilverado 1500                                                    6.122e-02
## ModelSilverado 1500 Classic                                            6.740e-02
## ModelSilverado 1500 Hybrid                                             7.453e-02
## ModelSixty Special                                                     9.587e-02
## ModelSkylark                                                           4.839e-02
## ModelSL-Class                                                          1.026e-01
## ModelSLC-Class                                                         1.175e-01
## ModelSLK-Class                                                         1.039e-01
## ModelSLR McLaren                                                       8.128e-02
## ModelSLS AMG                                                           8.028e-02
## ModelSLS AMG GT                                                        7.330e-02
## ModelSLS AMG GT Final Edition                                                 NA
## ModelSLX                                                               9.194e-02
## ModelSolstice                                                          4.176e-02
## ModelSonata                                                            4.340e-02
## ModelSonata Hybrid                                                     5.904e-02
## ModelSonic                                                             6.609e-02
## ModelSonoma                                                            4.513e-02
## ModelSorento                                                           2.666e-02
## ModelSoul                                                              5.469e-02
## ModelSoul EV                                                           8.679e-02
## ModelSpark                                                             6.856e-02
## ModelSpark EV                                                          9.471e-02
## ModelSpectra                                                           5.362e-02
## ModelSpirit                                                            1.947e-01
## ModelSportage                                                                 NA
## ModelSportvan                                                          8.730e-02
## ModelSpyder                                                            1.633e-01
## ModelSQ5                                                               1.323e-01
## ModelSRT Viper                                                         1.905e-01
## ModelSRX                                                               1.234e-01
## ModelSS                                                                8.157e-02
## ModelSSR                                                               8.524e-02
## ModelStanza                                                            5.979e-02
## ModelStealth                                                           1.913e-01
## ModelStratus                                                           1.857e-01
## ModelSTS                                                               3.488e-02
## ModelSTS-V                                                             5.646e-02
## ModelSuburban                                                          4.974e-02
## ModelSunbird                                                           4.962e-02
## ModelSundance                                                          1.892e-01
## ModelSunfire                                                           5.198e-02
## ModelSuperamerica                                                             NA
## ModelSupersports Convertible ISR                                       1.520e-01
## ModelSupra                                                             7.807e-02
## ModelSVX                                                               6.714e-02
## ModelSwift                                                             6.267e-02
## ModelSX4                                                               5.546e-02
## ModelSyclone                                                           1.015e-01
## ModelT100                                                              7.686e-02
## ModelTacoma                                                            6.505e-02
## ModelTahoe                                                             5.806e-02
## ModelTahoe Hybrid                                                      7.544e-02
## ModelTahoe Limited/Z71                                                 9.400e-02
## ModelTaurus                                                            9.126e-02
## ModelTaurus X                                                          8.024e-02
## ModeltC                                                                3.813e-02
## ModelTC                                                                2.071e-01
## ModelTempo                                                             9.312e-02
## ModelTercel                                                            7.594e-02
## ModelTerrain                                                           4.743e-02
## ModelTerraza                                                           7.744e-02
## ModelThunderbird                                                       9.105e-02
## ModelTiburon                                                           4.457e-02
## ModelTiguan                                                            1.758e-01
## ModelTitan                                                             3.636e-02
## ModelTL                                                                7.676e-02
## ModelTLX                                                               7.737e-02
## ModelToronado                                                                 NA
## ModelTorrent                                                           6.518e-02
## ModelTouareg                                                           1.764e-01
## ModelTouareg 2                                                         1.714e-01
## ModelTown and Country                                                  1.828e-01
## ModelTown Car                                                          9.796e-02
## ModelTracker                                                           7.025e-02
## ModelTrailBlazer                                                       6.421e-02
## ModelTrailBlazer EXT                                                   6.919e-02
## ModelTrans Sport                                                       8.288e-02
## ModelTransit Connect                                                   5.990e-02
## ModelTransit Wagon                                                     8.847e-02
## ModelTraverse                                                          7.079e-02
## ModelTrax                                                              7.154e-02
## ModelTribeca                                                           4.791e-02
## ModelTribute                                                           5.879e-02
## ModelTribute Hybrid                                                    7.192e-02
## ModelTruck                                                             4.625e-02
## ModelTSX                                                               7.778e-02
## ModelTSX Sport Wagon                                                   8.239e-02
## ModelTT                                                                1.722e-01
## ModelTT RS                                                             1.801e-01
## ModelTTS                                                               1.753e-01
## ModelTucson                                                            6.337e-02
## ModelTundra                                                            6.688e-02
## ModelTyphoon                                                           7.804e-02
## ModelUplander                                                          9.815e-02
## ModelV12 Vanquish                                                      7.890e-02
## ModelV12 Vantage                                                       7.210e-02
## ModelV12 Vantage S                                                     8.110e-02
## ModelV40                                                               1.314e-01
## ModelV50                                                               1.281e-01
## ModelV60                                                               1.238e-01
## ModelV60 Cross Country                                                 5.012e-02
## ModelV70                                                               1.305e-01
## ModelV8                                                                1.792e-01
## ModelV8 Vantage                                                        6.542e-02
## ModelV90                                                               1.530e-01
## ModelVan                                                               1.041e-01
## ModelVanagon                                                           1.891e-01
## ModelVandura                                                           7.656e-02
## ModelVanquish                                                          6.967e-02
## ModelVanwagon                                                                 NA
## ModelVeloster                                                          4.996e-02
## ModelVenture                                                           1.001e-01
## ModelVenza                                                             7.551e-02
## ModelVeracruz                                                          6.410e-02
## ModelVerano                                                                   NA
## ModelVerona                                                            6.000e-02
## ModelVersa                                                             4.230e-02
## ModelVersa Note                                                        4.325e-02
## ModelVeyron 16.4                                                              NA
## ModelVibe                                                                     NA
## ModelVigor                                                             8.906e-02
## ModelViper                                                             1.868e-01
## ModelVirage                                                                   NA
## ModelVitara                                                            4.867e-02
## ModelVoyager                                                           1.883e-01
## ModelWindstar                                                          5.917e-02
## ModelWindstar Cargo                                                           NA
## ModelWraith                                                                   NA
## ModelWRX                                                               5.484e-02
## ModelX-90                                                              5.960e-02
## ModelX1                                                                1.279e-01
## ModelX3                                                                1.249e-01
## ModelX4                                                                1.275e-01
## ModelX5                                                                1.248e-01
## ModelX5 M                                                              1.349e-01
## ModelX6                                                                1.262e-01
## ModelX6 M                                                              1.349e-01
## ModelxA                                                                4.802e-02
## ModelxB                                                                4.150e-02
## ModelXC                                                                9.646e-02
## ModelXC60                                                              2.697e-02
## ModelXC70                                                              4.076e-02
## ModelXC90                                                                     NA
## ModelxD                                                                       NA
## ModelXG300                                                             7.263e-02
## ModelXG350                                                                    NA
## ModelXL-7                                                              4.352e-02
## ModelXL7                                                                      NA
## ModelXLR                                                               4.338e-02
## ModelXLR-V                                                             5.255e-02
## ModelXT                                                                8.059e-02
## ModelXT5                                                               1.272e-01
## ModelXterra                                                                   NA
## ModelXTS                                                                      NA
## ModelXV Crosstrek                                                             NA
## ModelYaris                                                             6.538e-02
## ModelYaris iA                                                                 NA
## ModelYukon                                                             2.913e-02
## ModelYukon Denali                                                      1.077e-01
## ModelYukon Hybrid                                                      6.517e-02
## ModelYukon XL                                                                 NA
## ModelZ3                                                                4.297e-02
## ModelZ4                                                                3.758e-02
## ModelZ4 M                                                              5.160e-02
## ModelZ8                                                                9.698e-02
## ModelZDX                                                                      NA
## ModelZephyr                                                                   NA
## Year1991                                                               1.429e-02
## Year1992                                                               1.735e-02
## Year1993                                                               1.832e-02
## Year1994                                                               2.027e-02
## Year1995                                                               2.270e-02
## Year1996                                                               2.515e-02
## Year1997                                                               2.609e-02
## Year1998                                                               2.760e-02
## Year1999                                                               2.969e-02
## Year2000                                                               3.118e-02
## Year2001                                                               3.280e-02
## Year2002                                                               3.372e-02
## Year2003                                                               3.433e-02
## Year2004                                                               3.493e-02
## Year2005                                                               3.545e-02
## Year2006                                                               3.629e-02
## Year2007                                                               3.701e-02
## Year2008                                                               3.734e-02
## Year2009                                                               3.768e-02
## Year2010                                                               3.803e-02
## Year2011                                                               3.829e-02
## Year2012                                                               3.852e-02
## Year2013                                                               3.880e-02
## Year2014                                                               3.889e-02
## Year2015                                                               3.894e-02
## Year2016                                                               3.898e-02
## Year2017                                                               3.899e-02
## Engine.Fuel.Typediesel                                                 6.696e-02
## Engine.Fuel.Typeelectric                                               1.288e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)           7.491e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)              6.919e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                               6.295e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                       7.711e-02
## Engine.Fuel.Typenatural gas                                            8.875e-02
## Engine.Fuel.Typepremium unleaded (recommended)                         6.280e-02
## Engine.Fuel.Typepremium unleaded (required)                            6.297e-02
## Engine.Fuel.Typeregular unleaded                                       6.248e-02
## Engine.HP                                                              4.558e-05
## Engine.Cylinders                                                       2.326e-03
## Transmission.TypeAUTOMATIC                                             6.587e-03
## Transmission.TypeDIRECT_DRIVE                                          7.227e-02
## Transmission.TypeMANUAL                                                6.171e-03
## Transmission.TypeUNKNOWN                                               2.418e-02
## Driven_Wheelsfour wheel drive                                          5.800e-03
## Driven_Wheelsfront wheel drive                                         3.985e-03
## Driven_Wheelsrear wheel drive                                          4.937e-03
## Number.of.Doors2                                                       4.526e-02
## Number.of.Doors3                                                       4.713e-02
## Number.of.Doors4                                                       4.423e-02
## Market.CategoryCrossover,Diesel                                        4.715e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                1.236e-01
## Market.CategoryCrossover,Exotic,Luxury,Performance                            NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance         1.015e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance              1.175e-01
## Market.CategoryCrossover,Factory Tuner,Performance                     5.657e-02
## Market.CategoryCrossover,Flex Fuel                                     2.235e-02
## Market.CategoryCrossover,Flex Fuel,Luxury                              1.119e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                  1.278e-01
## Market.CategoryCrossover,Flex Fuel,Performance                         4.455e-02
## Market.CategoryCrossover,Hatchback                                     5.048e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance           6.550e-02
## Market.CategoryCrossover,Hatchback,Luxury                                     NA
## Market.CategoryCrossover,Hatchback,Performance                         6.516e-02
## Market.CategoryCrossover,Hybrid                                        2.985e-02
## Market.CategoryCrossover,Luxury                                        9.852e-02
## Market.CategoryCrossover,Luxury,Diesel                                 9.956e-02
## Market.CategoryCrossover,Luxury,High-Performance                       1.053e-01
## Market.CategoryCrossover,Luxury,Hybrid                                 1.069e-01
## Market.CategoryCrossover,Luxury,Performance                            9.888e-02
## Market.CategoryCrossover,Luxury,Performance,Hybrid                            NA
## Market.CategoryCrossover,Performance                                   1.469e-02
## Market.CategoryDiesel                                                  3.990e-02
## Market.CategoryDiesel,Luxury                                           6.993e-02
## Market.CategoryExotic,Factory Tuner,High-Performance                   4.927e-02
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance            4.205e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                 7.133e-02
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance  6.918e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                6.363e-02
## Market.CategoryExotic,High-Performance                                 4.340e-02
## Market.CategoryExotic,Luxury                                           5.069e-02
## Market.CategoryExotic,Luxury,High-Performance                          4.216e-02
## Market.CategoryExotic,Luxury,High-Performance,Hybrid                   1.091e-01
## Market.CategoryExotic,Luxury,Performance                                      NA
## Market.CategoryExotic,Performance                                             NA
## Market.CategoryFactory Tuner,High-Performance                          3.886e-02
## Market.CategoryFactory Tuner,Luxury                                    1.026e-01
## Market.CategoryFactory Tuner,Luxury,High-Performance                   6.554e-02
## Market.CategoryFactory Tuner,Luxury,Performance                        6.905e-02
## Market.CategoryFactory Tuner,Performance                               3.835e-02
## Market.CategoryFlex Fuel                                               3.637e-02
## Market.CategoryFlex Fuel,Diesel                                        4.575e-02
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance         1.124e-01
## Market.CategoryFlex Fuel,Hybrid                                        7.522e-02
## Market.CategoryFlex Fuel,Luxury                                        6.942e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance                       6.830e-02
## Market.CategoryFlex Fuel,Luxury,Performance                            6.814e-02
## Market.CategoryFlex Fuel,Performance                                   3.914e-02
## Market.CategoryFlex Fuel,Performance,Hybrid                            7.545e-02
## Market.CategoryHatchback                                               4.014e-02
## Market.CategoryHatchback,Diesel                                        5.306e-02
## Market.CategoryHatchback,Factory Tuner,High-Performance                7.702e-02
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance              7.800e-02
## Market.CategoryHatchback,Factory Tuner,Performance                     4.686e-02
## Market.CategoryHatchback,Flex Fuel                                     5.910e-02
## Market.CategoryHatchback,Hybrid                                               NA
## Market.CategoryHatchback,Luxury                                        7.095e-02
## Market.CategoryHatchback,Luxury,Hybrid                                        NA
## Market.CategoryHatchback,Luxury,Performance                            7.077e-02
## Market.CategoryHatchback,Performance                                   4.114e-02
## Market.CategoryHigh-Performance                                        3.877e-02
## Market.CategoryHybrid                                                  4.771e-02
## Market.CategoryLuxury                                                  6.422e-02
## Market.CategoryLuxury,High-Performance                                 6.489e-02
## Market.CategoryLuxury,High-Performance,Hybrid                          7.203e-02
## Market.CategoryLuxury,Hybrid                                           6.641e-02
## Market.CategoryLuxury,Performance                                      6.450e-02
## Market.CategoryLuxury,Performance,Hybrid                               9.012e-02
## Market.CategoryN/A                                                     3.563e-02
## Market.CategoryPerformance                                             3.637e-02
## Market.CategoryPerformance,Hybrid                                      9.710e-02
## Vehicle.SizeLarge                                                      1.365e-02
## Vehicle.SizeMidsize                                                    9.088e-03
## Vehicle.Style2dr SUV                                                   2.754e-02
## Vehicle.Style4dr Hatchback                                             1.522e-02
## Vehicle.Style4dr SUV                                                   2.531e-02
## Vehicle.StyleCargo Minivan                                             6.468e-02
## Vehicle.StyleCargo Van                                                 5.254e-02
## Vehicle.StyleConvertible                                               1.629e-02
## Vehicle.StyleConvertible SUV                                                  NA
## Vehicle.StyleCoupe                                                     1.598e-02
## Vehicle.StyleCrew Cab Pickup                                           1.168e-02
## Vehicle.StyleExtended Cab Pickup                                       1.019e-02
## Vehicle.StylePassenger Minivan                                         6.226e-02
## Vehicle.StylePassenger Van                                                    NA
## Vehicle.StyleRegular Cab Pickup                                               NA
## Vehicle.StyleSedan                                                     8.844e-03
## Vehicle.StyleWagon                                                            NA
## highway.MPG                                                            2.706e-04
## city.mpg                                                               9.468e-04
## Popularity                                                                    NA
##                                                                       t value
## (Intercept)                                                            81.124
## MakeAlfa Romeo                                                          1.728
## MakeAston Martin                                                        8.724
## MakeAudi                                                               -3.509
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## MakeBugatti                                                            25.379
## MakeBuick                                                              -8.765
## MakeCadillac                                                           -0.305
## MakeChevrolet                                                           4.463
## MakeChrysler                                                           -3.346
## MakeDodge                                                              -2.804
## MakeFerrari                                                            11.615
## MakeFIAT                                                              -10.856
## MakeFord                                                               -4.606
## MakeGenesis                                                            -3.124
## MakeGMC                                                                 0.222
## MakeHonda                                                              -4.506
## MakeHUMMER                                                             -7.023
## MakeHyundai                                                            -4.914
## MakeInfiniti                                                           -2.898
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## MakeLamborghini                                                        23.459
## MakeLand Rover                                                          1.343
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## MakeLincoln                                                            -2.425
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## MakeMaybach                                                            32.395
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## MakeMcLaren                                                             8.399
## MakeMercedes-Benz                                                      10.279
## MakeMitsubishi                                                         -2.305
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## MakeOldsmobile                                                         -5.695
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## MakePontiac                                                           -10.322
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## MakeRolls-Royce                                                        15.130
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## MakeSubaru                                                            -10.633
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## MakeTesla                                                               2.451
## MakeToyota                                                             -9.046
## MakeVolkswagen                                                         -2.911
## MakeVolvo                                                              -3.489
## Model1 Series M                                                         0.650
## Model100                                                                0.862
## Model124 Spider                                                        -0.649
## Model190-Class                                                        -10.832
## Model2                                                                  2.044
## Model2 Series                                                          -3.998
## Model200                                                                0.691
## Model200SX                                                              2.002
## Model240                                                                0.849
## Model240SX                                                             12.915
## Model3                                                                  5.657
## Model3 Series                                                           2.503
## Model3 Series Gran Turismo                                              0.466
## Model300                                                                1.544
## Model300-Class                                                        -11.451
## Model3000GT                                                             4.538
## Model300M                                                               1.594
## Model300ZX                                                              5.673
## Model323                                                                9.145
## Model350-Class                                                        -11.671
## Model350Z                                                               4.825
## Model360                                                               -3.902
## Model370Z                                                               2.898
## Model4 Series                                                           4.710
## Model4 Series Gran Coupe                                                4.100
## Model400-Class                                                        -11.547
## Model420-Class                                                        -10.978
## Model456M                                                               0.951
## Model458 Italia                                                        -3.169
## Model4C                                                                    NA
## Model4Runner                                                            7.754
## Model5                                                                  3.773
## Model5 Series                                                           7.658
## Model5 Series Gran Turismo                                              4.966
## Model500                                                               -2.069
## Model500-Class                                                         -9.677
## Model500e                                                               0.652
## Model500L                                                              -0.705
## Model500X                                                                  NA
## Model550                                                                0.029
## Model560-Class                                                        -11.518
## Model57                                                               -12.895
## Model570S                                                              -2.184
## Model575M                                                              -1.115
## Model599                                                                0.719
## Model6                                                                  7.741
## Model6 Series                                                          17.163
## Model6 Series Gran Coupe                                               15.271
## Model600-Class                                                        -10.773
## Model6000                                                               5.718
## Model612 Scaglietti                                                     0.952
## Model62                                                               -11.276
## Model626                                                                7.551
## Model650S Coupe                                                         0.221
## Model650S Spider                                                       -0.430
## Model7 Series                                                          16.724
## Model718 Cayman                                                        -5.766
## Model740                                                                0.404
## Model760                                                               -0.099
## Model780                                                               -0.418
## Model8 Series                                                          12.914
## Model80                                                                 1.321
## Model850                                                               -1.251
## Model86                                                                 2.109
## Model9-2X                                                               3.264
## Model9-3                                                                9.128
## Model9-3 Griffin                                                        7.009
## Model9-4X                                                               0.921
## Model9-5                                                                9.752
## Model9-7X                                                               8.615
## Model90                                                                 0.844
## Model900                                                                0.792
## Model9000                                                                  NA
## Model911                                                                1.568
## Model928                                                                1.239
## Model929                                                                5.601
## Model940                                                                0.074
## Model944                                                               -9.413
## Model960                                                               -1.092
## Model968                                                               -4.262
## ModelA3                                                                 1.658
## ModelA4                                                                 2.216
## ModelA4 allroad                                                         2.534
## ModelA5                                                                 2.383
## ModelA6                                                                 3.385
## ModelA7                                                                 4.124
## ModelA8                                                                 4.981
## ModelAcadia                                                            -4.512
## ModelAcadia Limited                                                    -1.577
## ModelAccent                                                           -10.970
## ModelAcclaim                                                            1.204
## ModelAccord                                                            -3.380
## ModelAccord Crosstour                                                  -0.404
## ModelAccord Hybrid                                                     -2.520
## ModelAccord Plug-In Hybrid                                              0.895
## ModelAchieva                                                           -0.980
## ModelActiveHybrid 5                                                     3.718
## ModelActiveHybrid 7                                                     7.389
## ModelActiveHybrid X6                                                    6.381
## ModelAerio                                                             -5.938
## ModelAerostar                                                          -0.369
## ModelAlero                                                             -0.537
## ModelAllante                                                           -9.218
## Modelallroad                                                            2.726
## Modelallroad quattro                                                    1.293
## ModelAlpina                                                             9.232
## ModelALPINA B6 Gran Coupe                                               7.525
## ModelALPINA B7                                                         15.055
## ModelAltima                                                             0.631
## ModelAltima Hybrid                                                     -0.278
## ModelAmanti                                                             0.788
## ModelAMG GT                                                            -4.964
## ModelArmada                                                            13.439
## ModelArnage                                                            -0.205
## ModelAspen                                                              1.791
## ModelAspire                                                             2.018
## ModelAstro                                                             -7.163
## ModelAstro Cargo                                                       -6.649
## ModelATS                                                               -8.970
## ModelATS Coupe                                                         -7.408
## ModelATS-V                                                             -4.199
## ModelAurora                                                             4.425
## ModelAvalanche                                                         -9.587
## ModelAvalon                                                             7.115
## ModelAvalon Hybrid                                                      6.443
## ModelAvenger                                                           -0.258
## ModelAventador                                                        -15.558
## ModelAveo                                                             -16.751
## ModelAviator                                                            2.511
## ModelAxxess                                                             1.817
## ModelAzera                                                             -0.356
## ModelAztek                                                              2.630
## ModelAzure                                                              1.477
## ModelAzure T                                                            1.295
## ModelB-Class Electric Drive                                           -12.268
## ModelB-Series                                                           5.166
## ModelB-Series Pickup                                                   11.918
## ModelB-Series Truck                                                     5.687
## ModelB9 Tribeca                                                         9.592
## ModelBaja                                                              -1.474
## ModelBeetle                                                             0.308
## ModelBeetle Convertible                                                 0.185
## ModelBeretta                                                           -8.355
## ModelBlack Diamond Avalanche                                           -9.822
## ModelBlackwood                                                          2.187
## ModelBlazer                                                            -9.146
## ModelBolt EV                                                           -9.116
## ModelBonneville                                                         8.547
## ModelBorrego                                                            2.703
## ModelBoxster                                                          -11.362
## ModelBravada                                                            4.935
## ModelBreeze                                                             0.088
## ModelBronco                                                             3.091
## ModelBronco II                                                          2.010
## ModelBrooklands                                                         1.610
## ModelBrougham                                                          -7.172
## ModelBRZ                                                                1.062
## ModelC-Class                                                          -10.483
## ModelC-Max Hybrid                                                      -2.770
## ModelC/K 1500 Series                                                   -7.281
## ModelC/K 2500 Series                                                   -6.905
## ModelC30                                                               -1.288
## ModelC36 AMG                                                           -7.774
## ModelC43 AMG                                                           -7.899
## ModelC70                                                                1.035
## ModelC8                                                                    NA
## ModelCabrio                                                             0.516
## ModelCabriolet                                                          1.116
## ModelCadenza                                                            3.477
## ModelCaliber                                                           -0.540
## ModelCalifornia                                                        -4.935
## ModelCalifornia T                                                      -5.051
## ModelCamaro                                                           -13.848
## ModelCamry                                                              4.598
## ModelCamry Hybrid                                                       2.197
## ModelCamry Solara                                                       5.067
## ModelCanyon                                                           -15.323
## ModelCaprice                                                          -10.431
## ModelCaptiva Sport                                                     -9.979
## ModelCaravan                                                            0.033
## ModelCarrera GT                                                        12.202
## ModelCascada                                                            3.320
## ModelCatera                                                            -9.760
## ModelCavalier                                                         -14.175
## ModelCayenne                                                           -4.760
## ModelCayman                                                            -8.222
## ModelCayman S                                                          -2.034
## ModelCC                                                                 1.538
## ModelCelebrity                                                         -6.206
## ModelCelica                                                             4.168
## ModelCentury                                                            1.246
## ModelChallenger                                                        -0.384
## ModelCharger                                                           -0.160
## ModelChevy Van                                                         -8.702
## ModelCiera                                                              0.376
## ModelCirrus                                                             0.513
## ModelCity Express                                                      -8.093
## ModelCivic                                                             -7.770
## ModelCivic CRX                                                          2.149
## ModelCivic del Sol                                                     -0.414
## ModelCL                                                                -3.563
## ModelCL-Class                                                          -2.658
## ModelCLA-Class                                                        -11.735
## ModelClassic                                                           -8.765
## ModelCLK-Class                                                         -7.956
## ModelCLS-Class                                                         -7.233
## ModelCobalt                                                           -15.499
## ModelColorado                                                         -15.073
## ModelColt                                                               1.492
## ModelConcorde                                                           1.028
## ModelContinental                                                        3.716
## ModelContinental Flying Spur                                           -3.716
## ModelContinental Flying Spur Speed                                     -3.985
## ModelContinental GT                                                    -4.121
## ModelContinental GT Speed                                              -3.917
## ModelContinental GT Speed Convertible                                  -3.667
## ModelContinental GT3-R                                                 -0.330
## ModelContinental GTC                                                   -4.114
## ModelContinental GTC Speed                                             -3.833
## ModelContinental Supersports                                           -1.950
## ModelContinental Supersports Convertible                               -2.466
## ModelContour                                                           -0.558
## ModelContour SVT                                                        0.294
## ModelCorniche                                                           6.782
## ModelCorolla                                                            2.290
## ModelCorolla iM                                                         0.727
## ModelCorrado                                                            0.836
## ModelCorsica                                                           -6.699
## ModelCorvette                                                          -7.558
## ModelCorvette Stingray                                                 -7.109
## ModelCoupe                                                             -0.497
## ModelCR-V                                                              -1.954
## ModelCR-Z                                                              -3.168
## ModelCressida                                                           4.089
## ModelCrossfire                                                          2.352
## ModelCrosstour                                                         -0.920
## ModelCrosstrek                                                         -0.497
## ModelCrown Victoria                                                     0.945
## ModelCruze                                                            -14.492
## ModelCruze Limited                                                    -13.544
## ModelCT 200h                                                           -3.693
## ModelCT6                                                                3.004
## ModelCTS                                                               -0.982
## ModelCTS Coupe                                                         -5.973
## ModelCTS Wagon                                                         -3.442
## ModelCTS-V                                                             -4.058
## ModelCTS-V Coupe                                                       -4.443
## ModelCTS-V Wagon                                                       -4.239
## ModelCube                                                              -3.793
## ModelCustom Cruiser                                                     0.236
## ModelCutlass                                                           -1.357
## ModelCutlass Calais                                                     3.159
## ModelCutlass Ciera                                                      2.257
## ModelCutlass Supreme                                                   -0.641
## ModelCX-3                                                               5.197
## ModelCX-5                                                               7.151
## ModelCX-7                                                               7.931
## ModelCX-9                                                               9.063
## ModelDakota                                                             0.138
## ModelDart                                                              -0.547
## ModelDawn                                                               0.780
## ModelDaytona                                                            1.233
## ModelDB7                                                               -1.531
## ModelDB9                                                               -2.386
## ModelDB9 GT                                                            -1.570
## ModelDBS                                                                3.833
## ModelDefender                                                          36.897
## ModelDeVille                                                            2.836
## ModelDiablo                                                           -10.379
## ModelDiamante                                                          -0.364
## ModelDiscovery                                                         -4.067
## ModelDiscovery Series II                                               -5.274
## ModelDiscovery Sport                                                   -5.018
## ModelDTS                                                                2.288
## ModelDurango                                                            0.962
## ModelDynasty                                                            1.246
## ModelE-150                                                             -0.527
## ModelE-250                                                             -0.969
## ModelE-Class                                                           -8.697
## Modele-Golf                                                            -0.538
## ModelE-Series Van                                                       0.842
## ModelE-Series Wagon                                                     2.184
## ModelE55 AMG                                                           -6.709
## ModelECHO                                                              -3.375
## ModelEclipse                                                           -2.409
## ModelEclipse Spyder                                                    -2.230
## ModelEdge                                                               0.515
## ModelEighty-Eight                                                      -3.176
## ModelEighty-Eight Royale                                               -0.304
## ModelElantra                                                           -6.753
## ModelElantra Coupe                                                     -6.265
## ModelElantra GT                                                        -8.319
## ModelElantra Touring                                                   -6.853
## ModelEldorado                                                          -3.069
## ModelElectra                                                            2.472
## ModelElement                                                           -3.082
## ModelElise                                                             -6.876
## ModelEnclave                                                            7.365
## ModelEncore                                                             2.916
## ModelEndeavor                                                          -1.146
## ModelEntourage                                                         -1.106
## ModelEnvision                                                           6.251
## ModelEnvoy                                                             -7.427
## ModelEnvoy XL                                                          -6.148
## ModelEnvoy XUV                                                         -4.455
## ModelEnzo                                                               6.694
## ModelEos                                                                1.373
## ModelEquator                                                           -4.250
## ModelEquinox                                                          -10.912
## ModelEquus                                                              3.223
## ModelES 250                                                            -6.034
## ModelES 300                                                            -4.221
## ModelES 300h                                                           -3.333
## ModelES 330                                                            -4.820
## ModelES 350                                                            -6.157
## ModelEscalade                                                           5.005
## ModelEscalade ESV                                                       5.979
## ModelEscalade EXT                                                      -3.687
## ModelEscalade Hybrid                                                    7.789
## ModelEscape                                                            -0.387
## ModelEscape Hybrid                                                      0.811
## ModelEscort                                                            -3.842
## ModelEsprit                                                             3.235
## ModelEstate Wagon                                                       1.295
## ModelEsteem                                                            -3.895
## ModelEuroVan                                                            1.187
## ModelEvora                                                             -2.023
## ModelEvora 400                                                         -0.546
## ModelEX                                                                -2.706
## ModelEX35                                                              -2.700
## ModelExcel                                                              3.133
## ModelExige                                                                 NA
## ModelExpedition                                                         4.456
## ModelExplorer                                                           0.823
## ModelExplorer Sport                                                     1.707
## ModelExplorer Sport Trac                                               -1.653
## ModelExpo                                                              -0.806
## ModelExpress                                                           -9.496
## ModelExpress Cargo                                                     -6.807
## ModelF-150                                                              0.221
## ModelF-150 Heritage                                                    -0.311
## ModelF-150 SVT Lightning                                                5.245
## ModelF-250                                                              2.607
## ModelF12 Berlinetta                                                    -2.802
## ModelF430                                                              -2.993
## ModelFestiva                                                            2.952
## ModelFF                                                                -3.674
## ModelFiesta                                                            -3.971
## ModelFirebird                                                           8.359
## ModelFit                                                               -9.734
## ModelFit EV                                                            -0.370
## ModelFive Hundred                                                       0.025
## ModelFJ Cruiser                                                         4.083
## ModelFleetwood                                                         -9.775
## ModelFlex                                                              -0.681
## ModelFlying Spur                                                       -3.762
## ModelFocus                                                             -2.266
## ModelFocus RS                                                          -1.888
## ModelFocus ST                                                          -2.995
## ModelForenza                                                           -5.438
## ModelForester                                                           2.465
## ModelForte                                                             -4.383
## ModelFox                                                                1.917
## ModelFR-S                                                               6.560
## ModelFreelander                                                        -5.905
## ModelFreestar                                                           0.975
## ModelFreestyle                                                          0.397
## ModelFrontier                                                          -4.536
## ModelFusion                                                            -0.470
## ModelFusion Hybrid                                                     -1.454
## ModelFX                                                                -1.205
## ModelFX35                                                              -1.226
## ModelFX45                                                              -0.220
## ModelFX50                                                              -1.631
## ModelG Convertible                                                      1.698
## ModelG Coupe                                                            0.081
## ModelG Sedan                                                           -0.222
## ModelG-Class                                                           -2.159
## ModelG20                                                               -1.096
## ModelG3                                                                -1.643
## ModelG35                                                               -0.614
## ModelG37                                                               -0.863
## ModelG37 Convertible                                                    1.258
## ModelG37 Coupe                                                         -0.047
## ModelG37 Sedan                                                         -0.660
## ModelG5                                                                 0.056
## ModelG6                                                                 4.347
## ModelG8                                                                 2.064
## ModelG80                                                                   NA
## ModelGalant                                                            -1.972
## ModelGallardo                                                         -20.924
## ModelGenesis                                                           -0.626
## ModelGenesis Coupe                                                     -5.914
## ModelGhibli                                                            -2.060
## ModelGhost                                                              0.607
## ModelGhost Series II                                                    1.370
## ModelGL-Class                                                          -8.223
## ModelGLA-Class                                                        -11.857
## ModelGLC-Class                                                        -10.310
## ModelGLE-Class                                                         -9.044
## ModelGLE-Class Coupe                                                   -8.463
## ModelGLI                                                                0.369
## ModelGLK-Class                                                        -11.490
## ModelGLS-Class                                                         -7.590
## ModelGolf                                                              -0.377
## ModelGolf Alltrack                                                      0.547
## ModelGolf GTI                                                           0.234
## ModelGolf R                                                            -0.235
## ModelGolf SportWagen                                                    0.401
## ModelGrand Am                                                           4.975
## ModelGrand Caravan                                                     -0.351
## ModelGrand Prix                                                         2.651
## ModelGrand Vitara                                                      -3.769
## ModelGrand Voyager                                                     -0.435
## ModelGranSport                                                         -0.282
## ModelGranTurismo                                                        0.737
## ModelGranTurismo Convertible                                            0.709
## ModelGS 200t                                                           -1.815
## ModelGS 300                                                            -2.270
## ModelGS 350                                                            -3.896
## ModelGS 400                                                            -5.971
## ModelGS 430                                                            -1.025
## ModelGS 450h                                                           -1.156
## ModelGS 460                                                            -2.041
## ModelGS F                                                              -1.172
## ModelGT                                                                 8.600
## ModelGT-R                                                              16.198
## ModelGTI                                                                0.515
## ModelGTO                                                                2.200
## ModelGX 460                                                            -2.462
## ModelGX 470                                                            -1.888
## ModelH3                                                                 5.005
## ModelH3T                                                                   NA
## ModelHHR                                                              -12.558
## ModelHighlander                                                         6.235
## ModelHighlander Hybrid                                                  6.296
## ModelHorizon                                                            1.262
## ModelHR-V                                                              -4.372
## ModelHS 250h                                                           -3.759
## ModelHuracan                                                          -19.463
## Modeli-MiEV                                                            -5.232
## Modeli3                                                                -3.676
## ModelI30                                                               -2.067
## ModelI35                                                               -0.605
## ModeliA                                                                -0.119
## ModelILX                                                               -5.014
## ModelILX Hybrid                                                        -2.418
## ModeliM                                                                 0.802
## ModelImpala                                                           -11.495
## ModelImpala Limited                                                   -13.614
## ModelImperial                                                           1.214
## ModelImpreza                                                           -2.110
## ModelImpreza WRX                                                        0.251
## ModelInsight                                                           -3.463
## ModelIntegra                                                           -3.378
## ModelIntrepid                                                           0.311
## ModelIntrigue                                                           0.387
## ModeliQ                                                                 0.357
## ModelIS 200t                                                           -4.928
## ModelIS 250                                                            -5.573
## ModelIS 250 C                                                          -5.021
## ModelIS 300                                                            -6.803
## ModelIS 350                                                            -7.159
## ModelIS 350 C                                                          -6.109
## ModelIS F                                                              -4.051
## ModelJ30                                                               -3.820
## ModelJetta                                                             -0.110
## ModelJetta GLI                                                          0.385
## ModelJetta Hybrid                                                       0.037
## ModelJetta SportWagen                                                   0.389
## ModelJimmy                                                             -9.477
## ModelJourney                                                            0.063
## ModelJuke                                                              -3.103
## ModelJusty                                                              5.226
## ModelJX                                                                -1.658
## ModelK900                                                               4.527
## ModelKizashi                                                           -0.570
## ModelLaCrosse                                                           4.479
## ModelLancer                                                            -4.195
## ModelLancer Evolution                                                  -1.513
## ModelLancer Sportback                                                  -3.936
## ModelLand Cruiser                                                      10.220
## ModelLandaulet                                                             NA
## ModelLaser                                                              0.878
## ModelLe Baron                                                           1.066
## ModelLe Mans                                                            8.774
## ModelLeaf                                                               0.308
## ModelLegacy                                                             0.120
## ModelLegend                                                            -4.936
## ModelLeSabre                                                            5.825
## ModelLevante                                                           -2.194
## ModelLFA                                                               11.219
## ModelLHS                                                               -0.413
## ModelLoyale                                                             4.721
## ModelLR2                                                               -5.403
## ModelLR3                                                               -1.784
## ModelLR4                                                               -3.468
## ModelLS                                                                 1.883
## ModelLS 400                                                            -2.829
## ModelLS 430                                                             0.218
## ModelLS 460                                                             0.308
## ModelLS 600h L                                                          3.799
## ModelLSS                                                               -1.543
## ModelLTD Crown Victoria                                                 0.140
## ModelLucerne                                                            9.554
## ModelLumina                                                           -11.085
## ModelLumina Minivan                                                    -6.236
## ModelLX 450                                                            -1.418
## ModelLX 470                                                             3.135
## ModelLX 570                                                             1.235
## ModelM                                                                  3.578
## ModelM-Class                                                           -9.340
## ModelM2                                                                 0.483
## ModelM3                                                                 3.305
## ModelM30                                                               -2.599
## ModelM35                                                                2.517
## ModelM37                                                                1.575
## ModelM4                                                                 4.290
## ModelM4 GTS                                                             7.974
## ModelM45                                                                3.636
## ModelM5                                                                 4.670
## ModelM56                                                                2.631
## ModelM6                                                                 9.237
## ModelM6 Gran Coupe                                                      8.210
## ModelMacan                                                             -6.597
## ModelMagnum                                                             0.443
## ModelMalibu                                                           -12.849
## ModelMalibu Classic                                                   -11.526
## ModelMalibu Hybrid                                                    -10.187
## ModelMalibu Limited                                                   -11.340
## ModelMalibu Maxx                                                      -12.056
## ModelMark LT                                                           -0.779
## ModelMark VII                                                          -3.041
## ModelMark VIII                                                         -4.260
## ModelMatrix                                                             2.403
## ModelMaxima                                                             2.445
## ModelMaybach                                                            0.331
## ModelMazdaspeed 3                                                       2.757
## ModelMazdaspeed 6                                                       6.883
## ModelMazdaspeed MX-5 Miata                                              5.432
## ModelMazdaspeed Protege                                                 4.097
## ModelMDX                                                               -3.590
## ModelMetris                                                           -10.362
## ModelMetro                                                             -9.788
## ModelMighty Max Pickup                                                 -0.092
## ModelMillenia                                                           9.357
## ModelMirage                                                            -5.891
## ModelMirage G4                                                         -4.844
## ModelMKC                                                               -1.454
## ModelMKS                                                               -0.792
## ModelMKT                                                               -2.381
## ModelMKX                                                               -1.356
## ModelMKZ                                                                1.108
## ModelMKZ Hybrid                                                         1.002
## ModelML55 AMG                                                          -6.526
## ModelModel S                                                               NA
## ModelMonaco                                                             0.957
## ModelMontana                                                            4.750
## ModelMontana SV6                                                        2.757
## ModelMonte Carlo                                                      -11.281
## ModelMontero                                                            1.611
## ModelMontero Sport                                                      0.272
## ModelMP4-12C                                                               NA
## ModelMPV                                                                5.332
## ModelMR2                                                                5.115
## ModelMR2 Spyder                                                         4.383
## ModelMulsanne                                                           0.504
## ModelMurano                                                             4.736
## ModelMurano CrossCabriolet                                              5.770
## ModelMurcielago                                                       -15.428
## ModelMustang                                                           -2.342
## ModelMustang SVT Cobra                                                  1.791
## ModelMX-3                                                               8.602
## ModelMX-5 Miata                                                         6.228
## ModelMX-6                                                               6.242
## ModelNavajo                                                             9.435
## ModelNavigator                                                          4.282
## ModelNeon                                                              -0.643
## ModelNew Beetle                                                         0.125
## ModelNew Yorker                                                         0.479
## ModelNinety-Eight                                                      -0.756
## ModelNitro                                                             -0.202
## ModelNSX                                                               10.708
## ModelNV200                                                              0.090
## ModelNX                                                                 4.209
## ModelNX 200t                                                           -5.596
## ModelNX 300h                                                           -5.252
## ModelOdyssey                                                            0.112
## ModelOmni                                                               1.420
## ModelOptima                                                             0.468
## ModelOptima Hybrid                                                     -0.963
## ModelOutback                                                            4.395
## ModelOutlander                                                         -2.567
## ModelOutlander Sport                                                   -3.603
## ModelPacifica                                                           1.173
## ModelPanamera                                                              NA
## ModelPark Avenue                                                        9.893
## ModelPark Ward                                                          5.928
## ModelPaseo                                                              5.447
## ModelPassat                                                             0.769
## ModelPassport                                                           0.920
## ModelPathfinder                                                         3.221
## ModelPhaeton                                                            4.189
## ModelPhantom                                                            8.568
## ModelPhantom Coupe                                                      7.300
## ModelPhantom Drophead Coupe                                             6.879
## ModelPickup                                                             7.577
## ModelPilot                                                              0.020
## ModelPrecis                                                             0.681
## ModelPrelude                                                            0.412
## ModelPrevia                                                             3.921
## ModelPrius                                                              5.227
## ModelPrius c                                                            2.915
## ModelPrius Prime                                                        5.568
## ModelPrius v                                                            3.751
## ModelPrizm                                                            -11.124
## ModelProbe                                                              0.625
## ModelProtege                                                            3.949
## ModelProtege5                                                           4.100
## ModelProwler                                                            5.609
## ModelPT Cruiser                                                         0.192
## ModelPulsar                                                             2.974
## ModelQ3                                                                -0.118
## ModelQ40                                                               -2.428
## ModelQ45                                                                5.350
## ModelQ5                                                                 1.193
## ModelQ50                                                               -0.008
## ModelQ60 Convertible                                                    1.453
## ModelQ60 Coupe                                                          0.370
## ModelQ7                                                                 1.937
## ModelQ70                                                                2.845
## ModelQuattroporte                                                      -0.204
## ModelQuest                                                              1.843
## ModelQX                                                                 3.546
## ModelQX4                                                                2.196
## ModelQX50                                                              -3.753
## ModelQX56                                                               4.332
## ModelQX60                                                              -1.903
## ModelQX70                                                              -1.740
## ModelQX80                                                               4.194
## ModelR-Class                                                           -9.595
## ModelR32                                                                0.996
## ModelR8                                                                 6.921
## ModelRabbit                                                            -0.887
## ModelRaider                                                            -3.257
## ModelRainier                                                            6.101
## ModelRally Wagon                                                       -6.386
## ModelRAM 150                                                            0.554
## ModelRAM 250                                                            0.602
## ModelRam 50 Pickup                                                      1.530
## ModelRam Cargo                                                          0.212
## ModelRam Pickup 1500                                                    0.025
## ModelRam Van                                                           -0.226
## ModelRam Wagon                                                          0.305
## ModelRamcharger                                                         0.827
## ModelRange Rover                                                       12.471
## ModelRange Rover Evoque                                                -3.498
## ModelRange Rover Sport                                                     NA
## ModelRanger                                                            -1.512
## ModelRapide                                                             0.939
## ModelRapide S                                                          -1.838
## ModelRAV4                                                               4.814
## ModelRAV4 EV                                                            5.581
## ModelRAV4 Hybrid                                                        2.797
## ModelRC 200t                                                           -4.511
## ModelRC 300                                                            -4.934
## ModelRC 350                                                            -6.816
## ModelRC F                                                              -5.926
## ModelRDX                                                               -5.692
## ModelReatta                                                             0.257
## ModelRegal                                                              1.899
## ModelRegency                                                           -2.051
## ModelRendezvous                                                         3.413
## ModelReno                                                              -6.674
## ModelReventon                                                              NA
## ModelRidgeline                                                         -5.464
## ModelRio                                                               -5.898
## ModelRiviera                                                           -1.911
## ModelRL                                                                -0.174
## ModelRLX                                                               -0.170
## ModelRoadmaster                                                        -1.288
## ModelRogue                                                              1.260
## ModelRogue Select                                                      -2.478
## ModelRondo                                                             -2.242
## ModelRoutan                                                             1.718
## ModelRS 4                                                               3.391
## ModelRS 5                                                               2.193
## ModelRS 6                                                               3.947
## ModelRS 7                                                               3.645
## ModelRSX                                                               -6.728
## ModelRX 300                                                            -4.119
## ModelRX 330                                                            -4.213
## ModelRX 350                                                            -4.619
## ModelRX 400h                                                           -4.620
## ModelRX 450h                                                           -5.020
## ModelRX-7                                                              20.055
## ModelRX-8                                                               7.781
## ModelS-10                                                             -11.869
## ModelS-10 Blazer                                                       -7.914
## ModelS-15                                                              -4.887
## ModelS-15 Jimmy                                                        -5.161
## ModelS-Class                                                           -3.800
## ModelS2000                                                                 NA
## ModelS3                                                                 1.211
## ModelS4                                                                 1.934
## ModelS40                                                                0.331
## ModelS5                                                                 2.359
## ModelS6                                                                 2.545
## ModelS60                                                                1.051
## ModelS60 Cross Country                                                  1.821
## ModelS7                                                                 2.985
## ModelS70                                                               -1.226
## ModelS8                                                                 3.957
## ModelS80                                                                2.064
## ModelS90                                                                1.759
## ModelSafari                                                            -4.781
## ModelSafari Cargo                                                      -4.170
## ModelSamurai                                                            3.696
## ModelSanta Fe                                                          -0.626
## ModelSanta Fe Sport                                                    -1.289
## ModelSavana                                                            -6.739
## ModelSavana Cargo                                                      -5.316
## ModelSC 300                                                            -5.113
## ModelSC 400                                                            -5.509
## ModelSC 430                                                                NA
## ModelScoupe                                                             1.668
## ModelSebring                                                            1.128
## ModelSedona                                                             1.469
## ModelSentra                                                            -3.585
## ModelSephia                                                            -2.837
## ModelSequoia                                                            9.698
## ModelSeville                                                            2.120
## ModelShadow                                                             1.326
## ModelShelby GT350                                                       0.003
## ModelShelby GT500                                                      -1.466
## ModelSidekick                                                           1.588
## ModelSienna                                                             4.615
## ModelSierra 1500                                                      -11.491
## ModelSierra 1500 Classic                                              -13.207
## ModelSierra 1500 Hybrid                                               -10.666
## ModelSierra 1500HD                                                     -9.217
## ModelSierra C3                                                         -2.241
## ModelSierra Classic 1500                                                0.282
## ModelSigma                                                             -0.720
## ModelSilhouette                                                         4.019
## ModelSilver Seraph                                                      4.348
## ModelSilverado 1500                                                   -12.233
## ModelSilverado 1500 Classic                                           -12.718
## ModelSilverado 1500 Hybrid                                            -12.203
## ModelSixty Special                                                     -5.191
## ModelSkylark                                                            1.368
## ModelSL-Class                                                          -5.107
## ModelSLC-Class                                                         -9.392
## ModelSLK-Class                                                         -9.759
## ModelSLR McLaren                                                       10.283
## ModelSLS AMG                                                           -0.683
## ModelSLS AMG GT                                                        -0.130
## ModelSLS AMG GT Final Edition                                              NA
## ModelSLX                                                               -4.386
## ModelSolstice                                                           2.422
## ModelSonata                                                            -3.913
## ModelSonata Hybrid                                                     -4.284
## ModelSonic                                                            -16.402
## ModelSonoma                                                           -12.549
## ModelSorento                                                            5.421
## ModelSoul                                                              -4.260
## ModelSoul EV                                                            0.992
## ModelSpark                                                            -17.853
## ModelSpark EV                                                         -13.436
## ModelSpectra                                                           -3.958
## ModelSpirit                                                             1.391
## ModelSportage                                                              NA
## ModelSportvan                                                          -8.561
## ModelSpyder                                                            -0.906
## ModelSQ5                                                                0.234
## ModelSRT Viper                                                          1.992
## ModelSRX                                                               -3.492
## ModelSS                                                                -9.149
## ModelSSR                                                               -5.769
## ModelStanza                                                             4.273
## ModelStealth                                                            1.075
## ModelStratus                                                            0.229
## ModelSTS                                                                2.072
## ModelSTS-V                                                              1.820
## ModelSuburban                                                          -6.961
## ModelSunbird                                                            7.591
## ModelSundance                                                           1.499
## ModelSunfire                                                           -4.069
## ModelSuperamerica                                                          NA
## ModelSupersports Convertible ISR                                       -2.271
## ModelSupra                                                             29.710
## ModelSVX                                                               -0.153
## ModelSwift                                                             -4.826
## ModelSX4                                                               -5.747
## ModelSyclone                                                            3.814
## ModelT100                                                               7.611
## ModelTacoma                                                             2.938
## ModelTahoe                                                             -6.535
## ModelTahoe Hybrid                                                      -6.442
## ModelTahoe Limited/Z71                                                 -7.163
## ModelTaurus                                                            -0.948
## ModelTaurus X                                                          -0.047
## ModeltC                                                                 4.645
## ModelTC                                                                 0.200
## ModelTempo                                                              2.101
## ModelTercel                                                             6.011
## ModelTerrain                                                           -7.232
## ModelTerraza                                                            3.562
## ModelThunderbird                                                        1.404
## ModelTiburon                                                           -3.952
## ModelTiguan                                                             0.946
## ModelTitan                                                              0.207
## ModelTL                                                                -3.198
## ModelTLX                                                               -3.778
## ModelToronado                                                              NA
## ModelTorrent                                                            3.017
## ModelTouareg                                                            2.740
## ModelTouareg 2                                                          2.234
## ModelTown and Country                                                   1.615
## ModelTown Car                                                           3.929
## ModelTracker                                                          -11.672
## ModelTrailBlazer                                                      -11.345
## ModelTrailBlazer EXT                                                   -9.708
## ModelTrans Sport                                                        1.038
## ModelTransit Connect                                                   -0.855
## ModelTransit Wagon                                                      2.006
## ModelTraverse                                                          -9.614
## ModelTrax                                                             -12.566
## ModelTribeca                                                            4.218
## ModelTribute                                                            7.233
## ModelTribute Hybrid                                                     7.259
## ModelTruck                                                              7.076
## ModelTSX                                                               -3.700
## ModelTSX Sport Wagon                                                   -3.133
## ModelTT                                                                 1.880
## ModelTT RS                                                              2.383
## ModelTTS                                                                2.146
## ModelTucson                                                            -2.603
## ModelTundra                                                             2.977
## ModelTyphoon                                                            7.218
## ModelUplander                                                          -8.045
## ModelV12 Vanquish                                                       2.918
## ModelV12 Vantage                                                       -0.828
## ModelV12 Vantage S                                                     -3.951
## ModelV40                                                                0.676
## ModelV50                                                                0.623
## ModelV60                                                                1.412
## ModelV60 Cross Country                                                 -2.339
## ModelV70                                                                1.016
## ModelV8                                                                -0.298
## ModelV8 Vantage                                                        -6.701
## ModelV90                                                               -0.986
## ModelVan                                                                2.461
## ModelVanagon                                                            1.512
## ModelVandura                                                           -4.964
## ModelVanquish                                                           2.109
## ModelVanwagon                                                              NA
## ModelVeloster                                                          -6.439
## ModelVenture                                                           -6.527
## ModelVenza                                                              5.186
## ModelVeracruz                                                           0.077
## ModelVerano                                                                NA
## ModelVerona                                                            -1.718
## ModelVersa                                                             -9.066
## ModelVersa Note                                                        -6.384
## ModelVeyron 16.4                                                           NA
## ModelVibe                                                                  NA
## ModelVigor                                                             -4.091
## ModelViper                                                              1.639
## ModelVirage                                                                NA
## ModelVitara                                                            -2.337
## ModelVoyager                                                            0.125
## ModelWindstar                                                           3.128
## ModelWindstar Cargo                                                        NA
## ModelWraith                                                                NA
## ModelWRX                                                                0.406
## ModelX-90                                                               2.804
## ModelX1                                                                -3.051
## ModelX3                                                                -1.697
## ModelX4                                                                -1.339
## ModelX5                                                                -0.048
## ModelX5 M                                                              -0.404
## ModelX6                                                                 0.664
## ModelX6 M                                                              -0.153
## ModelxA                                                                -1.886
## ModelxB                                                                 1.241
## ModelXC                                                                -0.048
## ModelXC60                                                              -3.649
## ModelXC70                                                              -3.817
## ModelXC90                                                                  NA
## ModelxD                                                                    NA
## ModelXG300                                                              0.516
## ModelXG350                                                                 NA
## ModelXL-7                                                               1.345
## ModelXL7                                                                   NA
## ModelXLR                                                                9.532
## ModelXLR-V                                                              4.914
## ModelXT                                                                 2.820
## ModelXT5                                                               -3.074
## ModelXterra                                                                NA
## ModelXTS                                                                   NA
## ModelXV Crosstrek                                                          NA
## ModelYaris                                                             -0.381
## ModelYaris iA                                                              NA
## ModelYukon                                                             -1.299
## ModelYukon Denali                                                      -2.714
## ModelYukon Hybrid                                                       0.323
## ModelYukon XL                                                              NA
## ModelZ3                                                                 4.910
## ModelZ4                                                                 6.152
## ModelZ4 M                                                               3.241
## ModelZ8                                                                12.292
## ModelZDX                                                                   NA
## ModelZephyr                                                                NA
## Year1991                                                               -0.327
## Year1992                                                               -0.595
## Year1993                                                               -0.104
## Year1994                                                                0.085
## Year1995                                                                1.603
## Year1996                                                                3.616
## Year1997                                                                4.325
## Year1998                                                                6.534
## Year1999                                                                8.653
## Year2000                                                                9.865
## Year2001                                                               72.764
## Year2002                                                               71.496
## Year2003                                                               71.241
## Year2004                                                               70.159
## Year2005                                                               69.546
## Year2006                                                               67.684
## Year2007                                                               66.784
## Year2008                                                               66.834
## Year2009                                                               67.109
## Year2010                                                               66.759
## Year2011                                                               66.495
## Year2012                                                               66.671
## Year2013                                                               66.652
## Year2014                                                               66.977
## Year2015                                                               67.418
## Year2016                                                               67.690
## Year2017                                                               67.813
## Engine.Fuel.Typediesel                                                  3.145
## Engine.Fuel.Typeelectric                                                5.951
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)            1.183
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)               0.674
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                                0.677
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                        3.118
## Engine.Fuel.Typenatural gas                                             4.404
## Engine.Fuel.Typepremium unleaded (recommended)                          1.174
## Engine.Fuel.Typepremium unleaded (required)                             0.769
## Engine.Fuel.Typeregular unleaded                                        0.566
## Engine.HP                                                              32.387
## Engine.Cylinders                                                        3.810
## Transmission.TypeAUTOMATIC                                             -2.132
## Transmission.TypeDIRECT_DRIVE                                          -1.117
## Transmission.TypeMANUAL                                               -11.167
## Transmission.TypeUNKNOWN                                                5.186
## Driven_Wheelsfour wheel drive                                           4.648
## Driven_Wheelsfront wheel drive                                        -14.517
## Driven_Wheelsrear wheel drive                                         -11.179
## Number.of.Doors2                                                       -2.207
## Number.of.Doors3                                                       -1.554
## Number.of.Doors4                                                       -0.960
## Market.CategoryCrossover,Diesel                                         0.729
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                 0.206
## Market.CategoryCrossover,Exotic,Luxury,Performance                         NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance          5.426
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance               4.300
## Market.CategoryCrossover,Factory Tuner,Performance                      1.122
## Market.CategoryCrossover,Flex Fuel                                     -0.450
## Market.CategoryCrossover,Flex Fuel,Luxury                               2.936
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                   3.251
## Market.CategoryCrossover,Flex Fuel,Performance                          1.709
## Market.CategoryCrossover,Hatchback                                      0.145
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance            3.585
## Market.CategoryCrossover,Hatchback,Luxury                                  NA
## Market.CategoryCrossover,Hatchback,Performance                          2.136
## Market.CategoryCrossover,Hybrid                                         5.724
## Market.CategoryCrossover,Luxury                                         3.604
## Market.CategoryCrossover,Luxury,Diesel                                  3.261
## Market.CategoryCrossover,Luxury,High-Performance                        5.441
## Market.CategoryCrossover,Luxury,Hybrid                                  5.047
## Market.CategoryCrossover,Luxury,Performance                             3.815
## Market.CategoryCrossover,Luxury,Performance,Hybrid                         NA
## Market.CategoryCrossover,Performance                                    2.479
## Market.CategoryDiesel                                                  -1.138
## Market.CategoryDiesel,Luxury                                           -0.071
## Market.CategoryExotic,Factory Tuner,High-Performance                    8.097
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance             0.733
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                  0.495
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance  -0.319
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                -1.409
## Market.CategoryExotic,High-Performance                                  7.103
## Market.CategoryExotic,Luxury                                           -0.630
## Market.CategoryExotic,Luxury,High-Performance                          -1.092
## Market.CategoryExotic,Luxury,High-Performance,Hybrid                   -2.029
## Market.CategoryExotic,Luxury,Performance                                   NA
## Market.CategoryExotic,Performance                                          NA
## Market.CategoryFactory Tuner,High-Performance                           2.660
## Market.CategoryFactory Tuner,Luxury                                    -0.835
## Market.CategoryFactory Tuner,Luxury,High-Performance                    2.404
## Market.CategoryFactory Tuner,Luxury,Performance                         0.796
## Market.CategoryFactory Tuner,Performance                                1.053
## Market.CategoryFlex Fuel                                               -2.881
## Market.CategoryFlex Fuel,Diesel                                        -0.831
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance          1.989
## Market.CategoryFlex Fuel,Hybrid                                         1.753
## Market.CategoryFlex Fuel,Luxury                                        -0.252
## Market.CategoryFlex Fuel,Luxury,High-Performance                        1.024
## Market.CategoryFlex Fuel,Luxury,Performance                             1.031
## Market.CategoryFlex Fuel,Performance                                   -0.970
## Market.CategoryFlex Fuel,Performance,Hybrid                            -1.184
## Market.CategoryHatchback                                               -0.390
## Market.CategoryHatchback,Diesel                                        -0.041
## Market.CategoryHatchback,Factory Tuner,High-Performance                 2.745
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance               3.514
## Market.CategoryHatchback,Factory Tuner,Performance                      1.910
## Market.CategoryHatchback,Flex Fuel                                     -0.457
## Market.CategoryHatchback,Hybrid                                            NA
## Market.CategoryHatchback,Luxury                                         1.821
## Market.CategoryHatchback,Luxury,Hybrid                                     NA
## Market.CategoryHatchback,Luxury,Performance                             2.069
## Market.CategoryHatchback,Performance                                    1.202
## Market.CategoryHigh-Performance                                         0.014
## Market.CategoryHybrid                                                   3.697
## Market.CategoryLuxury                                                   0.069
## Market.CategoryLuxury,High-Performance                                  0.465
## Market.CategoryLuxury,High-Performance,Hybrid                           0.756
## Market.CategoryLuxury,Hybrid                                            0.805
## Market.CategoryLuxury,Performance                                       0.371
## Market.CategoryLuxury,Performance,Hybrid                                0.796
## Market.CategoryN/A                                                     -1.709
## Market.CategoryPerformance                                              0.213
## Market.CategoryPerformance,Hybrid                                       0.104
## Vehicle.SizeLarge                                                       1.719
## Vehicle.SizeMidsize                                                    -1.309
## Vehicle.Style2dr SUV                                                   -2.319
## Vehicle.Style4dr Hatchback                                             -1.143
## Vehicle.Style4dr SUV                                                   -1.926
## Vehicle.StyleCargo Minivan                                             -0.917
## Vehicle.StyleCargo Van                                                 -0.117
## Vehicle.StyleConvertible                                               12.624
## Vehicle.StyleConvertible SUV                                               NA
## Vehicle.StyleCoupe                                                      5.110
## Vehicle.StyleCrew Cab Pickup                                           12.881
## Vehicle.StyleExtended Cab Pickup                                        5.539
## Vehicle.StylePassenger Minivan                                          0.626
## Vehicle.StylePassenger Van                                                 NA
## Vehicle.StyleRegular Cab Pickup                                            NA
## Vehicle.StyleSedan                                                     -0.686
## Vehicle.StyleWagon                                                         NA
## highway.MPG                                                            -0.310
## city.mpg                                                               -1.134
## Popularity                                                                 NA
##                                                                       Pr(>|t|)
## (Intercept)                                                            < 2e-16
## MakeAlfa Romeo                                                        0.084031
## MakeAston Martin                                                       < 2e-16
## MakeAudi                                                              0.000452
## MakeBentley                                                            < 2e-16
## MakeBMW                                                               0.000245
## MakeBugatti                                                            < 2e-16
## MakeBuick                                                              < 2e-16
## MakeCadillac                                                          0.760374
## MakeChevrolet                                                         8.16e-06
## MakeChrysler                                                          0.000822
## MakeDodge                                                             0.005053
## MakeFerrari                                                            < 2e-16
## MakeFIAT                                                               < 2e-16
## MakeFord                                                              4.14e-06
## MakeGenesis                                                           0.001792
## MakeGMC                                                               0.824655
## MakeHonda                                                             6.66e-06
## MakeHUMMER                                                            2.29e-12
## MakeHyundai                                                           9.05e-07
## MakeInfiniti                                                          0.003759
## MakeKia                                                                < 2e-16
## MakeLamborghini                                                        < 2e-16
## MakeLand Rover                                                        0.179149
## MakeLexus                                                             0.054328
## MakeLincoln                                                           0.015323
## MakeLotus                                                             0.021963
## MakeMaserati                                                          0.000353
## MakeMaybach                                                            < 2e-16
## MakeMazda                                                              < 2e-16
## MakeMcLaren                                                            < 2e-16
## MakeMercedes-Benz                                                      < 2e-16
## MakeMitsubishi                                                        0.021158
## MakeNissan                                                             < 2e-16
## MakeOldsmobile                                                        1.27e-08
## MakePlymouth                                                          0.008357
## MakePontiac                                                            < 2e-16
## MakePorsche                                                           1.00e-09
## MakeRolls-Royce                                                        < 2e-16
## MakeSaab                                                              4.02e-13
## MakeScion                                                              < 2e-16
## MakeSpyker                                                             < 2e-16
## MakeSubaru                                                             < 2e-16
## MakeSuzuki                                                             < 2e-16
## MakeTesla                                                             0.014275
## MakeToyota                                                             < 2e-16
## MakeVolkswagen                                                        0.003607
## MakeVolvo                                                             0.000487
## Model1 Series M                                                       0.515441
## Model100                                                              0.388437
## Model124 Spider                                                       0.516505
## Model190-Class                                                         < 2e-16
## Model2                                                                0.040940
## Model2 Series                                                         6.42e-05
## Model200                                                              0.489323
## Model200SX                                                            0.045340
## Model240                                                              0.395953
## Model240SX                                                             < 2e-16
## Model3                                                                1.58e-08
## Model3 Series                                                         0.012326
## Model3 Series Gran Turismo                                            0.641195
## Model300                                                              0.122575
## Model300-Class                                                         < 2e-16
## Model3000GT                                                           5.73e-06
## Model300M                                                             0.111035
## Model300ZX                                                            1.44e-08
## Model323                                                               < 2e-16
## Model350-Class                                                         < 2e-16
## Model350Z                                                             1.42e-06
## Model360                                                              9.61e-05
## Model370Z                                                             0.003767
## Model4 Series                                                         2.50e-06
## Model4 Series Gran Coupe                                              4.16e-05
## Model400-Class                                                         < 2e-16
## Model420-Class                                                         < 2e-16
## Model456M                                                             0.341631
## Model458 Italia                                                       0.001535
## Model4C                                                                     NA
## Model4Runner                                                          9.70e-15
## Model5                                                                0.000162
## Model5 Series                                                         2.06e-14
## Model5 Series Gran Turismo                                            6.93e-07
## Model500                                                              0.038589
## Model500-Class                                                         < 2e-16
## Model500e                                                             0.514167
## Model500L                                                             0.480754
## Model500X                                                                   NA
## Model550                                                              0.976610
## Model560-Class                                                         < 2e-16
## Model57                                                                < 2e-16
## Model570S                                                             0.028997
## Model575M                                                             0.264719
## Model599                                                              0.472035
## Model6                                                                1.07e-14
## Model6 Series                                                          < 2e-16
## Model6 Series Gran Coupe                                               < 2e-16
## Model600-Class                                                         < 2e-16
## Model6000                                                             1.11e-08
## Model612 Scaglietti                                                   0.341201
## Model62                                                                < 2e-16
## Model626                                                              4.66e-14
## Model650S Coupe                                                       0.824845
## Model650S Spider                                                      0.667057
## Model7 Series                                                          < 2e-16
## Model718 Cayman                                                       8.36e-09
## Model740                                                              0.686572
## Model760                                                              0.921458
## Model780                                                              0.675976
## Model8 Series                                                          < 2e-16
## Model80                                                               0.186432
## Model850                                                              0.210848
## Model86                                                               0.034992
## Model9-2X                                                             0.001102
## Model9-3                                                               < 2e-16
## Model9-3 Griffin                                                      2.54e-12
## Model9-4X                                                             0.356965
## Model9-5                                                               < 2e-16
## Model9-7X                                                              < 2e-16
## Model90                                                               0.398630
## Model900                                                              0.428509
## Model9000                                                                   NA
## Model911                                                              0.116862
## Model928                                                              0.215302
## Model929                                                              2.18e-08
## Model940                                                              0.941066
## Model944                                                               < 2e-16
## Model960                                                              0.274780
## Model968                                                              2.05e-05
## ModelA3                                                               0.097366
## ModelA4                                                               0.026731
## ModelA4 allroad                                                       0.011301
## ModelA5                                                               0.017166
## ModelA6                                                               0.000714
## ModelA7                                                               3.76e-05
## ModelA8                                                               6.41e-07
## ModelAcadia                                                           6.49e-06
## ModelAcadia Limited                                                   0.114907
## ModelAccent                                                            < 2e-16
## ModelAcclaim                                                          0.228562
## ModelAccord                                                           0.000727
## ModelAccord Crosstour                                                 0.686178
## ModelAccord Hybrid                                                    0.011742
## ModelAccord Plug-In Hybrid                                            0.370929
## ModelAchieva                                                          0.327264
## ModelActiveHybrid 5                                                   0.000202
## ModelActiveHybrid 7                                                   1.59e-13
## ModelActiveHybrid X6                                                  1.83e-10
## ModelAerio                                                            2.97e-09
## ModelAerostar                                                         0.712192
## ModelAlero                                                            0.590996
## ModelAllante                                                           < 2e-16
## Modelallroad                                                          0.006424
## Modelallroad quattro                                                  0.195894
## ModelAlpina                                                            < 2e-16
## ModelALPINA B6 Gran Coupe                                             5.67e-14
## ModelALPINA B7                                                         < 2e-16
## ModelAltima                                                           0.528028
## ModelAltima Hybrid                                                    0.780778
## ModelAmanti                                                           0.430593
## ModelAMG GT                                                           7.02e-07
## ModelArmada                                                            < 2e-16
## ModelArnage                                                           0.837642
## ModelAspen                                                            0.073385
## ModelAspire                                                           0.043637
## ModelAstro                                                            8.40e-13
## ModelAstro Cargo                                                      3.10e-11
## ModelATS                                                               < 2e-16
## ModelATS Coupe                                                        1.38e-13
## ModelATS-V                                                            2.70e-05
## ModelAurora                                                           9.73e-06
## ModelAvalanche                                                         < 2e-16
## ModelAvalon                                                           1.19e-12
## ModelAvalon Hybrid                                                    1.22e-10
## ModelAvenger                                                          0.796628
## ModelAventador                                                         < 2e-16
## ModelAveo                                                              < 2e-16
## ModelAviator                                                          0.012055
## ModelAxxess                                                           0.069190
## ModelAzera                                                            0.721863
## ModelAztek                                                            0.008547
## ModelAzure                                                            0.139643
## ModelAzure T                                                          0.195441
## ModelB-Class Electric Drive                                            < 2e-16
## ModelB-Series                                                         2.43e-07
## ModelB-Series Pickup                                                   < 2e-16
## ModelB-Series Truck                                                   1.32e-08
## ModelB9 Tribeca                                                        < 2e-16
## ModelBaja                                                             0.140622
## ModelBeetle                                                           0.757740
## ModelBeetle Convertible                                               0.853489
## ModelBeretta                                                           < 2e-16
## ModelBlack Diamond Avalanche                                           < 2e-16
## ModelBlackwood                                                        0.028736
## ModelBlazer                                                            < 2e-16
## ModelBolt EV                                                           < 2e-16
## ModelBonneville                                                        < 2e-16
## ModelBorrego                                                          0.006880
## ModelBoxster                                                           < 2e-16
## ModelBravada                                                          8.15e-07
## ModelBreeze                                                           0.929508
## ModelBronco                                                           0.001997
## ModelBronco II                                                        0.044437
## ModelBrooklands                                                       0.107483
## ModelBrougham                                                         7.88e-13
## ModelBRZ                                                              0.288045
## ModelC-Class                                                           < 2e-16
## ModelC-Max Hybrid                                                     0.005609
## ModelC/K 1500 Series                                                  3.54e-13
## ModelC/K 2500 Series                                                  5.30e-12
## ModelC30                                                              0.197738
## ModelC36 AMG                                                          8.29e-15
## ModelC43 AMG                                                          3.09e-15
## ModelC70                                                              0.300856
## ModelC8                                                                     NA
## ModelCabrio                                                           0.606108
## ModelCabriolet                                                        0.264603
## ModelCadenza                                                          0.000509
## ModelCaliber                                                          0.589030
## ModelCalifornia                                                       8.14e-07
## ModelCalifornia T                                                     4.47e-07
## ModelCamaro                                                            < 2e-16
## ModelCamry                                                            4.31e-06
## ModelCamry Hybrid                                                     0.028034
## ModelCamry Solara                                                     4.11e-07
## ModelCanyon                                                            < 2e-16
## ModelCaprice                                                           < 2e-16
## ModelCaptiva Sport                                                     < 2e-16
## ModelCaravan                                                          0.974052
## ModelCarrera GT                                                        < 2e-16
## ModelCascada                                                          0.000904
## ModelCatera                                                            < 2e-16
## ModelCavalier                                                          < 2e-16
## ModelCayenne                                                          1.96e-06
## ModelCayman                                                           2.23e-16
## ModelCayman S                                                         0.041928
## ModelCC                                                               0.124192
## ModelCelebrity                                                        5.62e-10
## ModelCelica                                                           3.10e-05
## ModelCentury                                                          0.212881
## ModelChallenger                                                       0.700714
## ModelCharger                                                          0.872960
## ModelChevy Van                                                         < 2e-16
## ModelCiera                                                            0.706651
## ModelCirrus                                                           0.608177
## ModelCity Express                                                     6.45e-16
## ModelCivic                                                            8.58e-15
## ModelCivic CRX                                                        0.031687
## ModelCivic del Sol                                                    0.679221
## ModelCL                                                               0.000369
## ModelCL-Class                                                         0.007863
## ModelCLA-Class                                                         < 2e-16
## ModelClassic                                                           < 2e-16
## ModelCLK-Class                                                        1.95e-15
## ModelCLS-Class                                                        5.06e-13
## ModelCobalt                                                            < 2e-16
## ModelColorado                                                          < 2e-16
## ModelColt                                                             0.135636
## ModelConcorde                                                         0.303814
## ModelContinental                                                      0.000204
## ModelContinental Flying Spur                                          0.000203
## ModelContinental Flying Spur Speed                                    6.81e-05
## ModelContinental GT                                                   3.80e-05
## ModelContinental GT Speed                                             9.02e-05
## ModelContinental GT Speed Convertible                                 0.000247
## ModelContinental GT3-R                                                0.741458
## ModelContinental GTC                                                  3.92e-05
## ModelContinental GTC Speed                                            0.000127
## ModelContinental Supersports                                          0.051166
## ModelContinental Supersports Convertible                              0.013677
## ModelContour                                                          0.576990
## ModelContour SVT                                                      0.768762
## ModelCorniche                                                         1.25e-11
## ModelCorolla                                                          0.022035
## ModelCorolla iM                                                       0.467351
## ModelCorrado                                                          0.403161
## ModelCorsica                                                          2.20e-11
## ModelCorvette                                                         4.43e-14
## ModelCorvette Stingray                                                1.24e-12
## ModelCoupe                                                            0.619203
## ModelCR-V                                                             0.050770
## ModelCR-Z                                                             0.001538
## ModelCressida                                                         4.37e-05
## ModelCrossfire                                                        0.018690
## ModelCrosstour                                                        0.357693
## ModelCrosstrek                                                        0.619418
## ModelCrown Victoria                                                   0.344573
## ModelCruze                                                             < 2e-16
## ModelCruze Limited                                                     < 2e-16
## ModelCT 200h                                                          0.000223
## ModelCT6                                                              0.002670
## ModelCTS                                                              0.326055
## ModelCTS Coupe                                                        2.41e-09
## ModelCTS Wagon                                                        0.000580
## ModelCTS-V                                                            4.99e-05
## ModelCTS-V Coupe                                                      8.97e-06
## ModelCTS-V Wagon                                                      2.27e-05
## ModelCube                                                             0.000150
## ModelCustom Cruiser                                                   0.813248
## ModelCutlass                                                          0.174903
## ModelCutlass Calais                                                   0.001588
## ModelCutlass Ciera                                                    0.024019
## ModelCutlass Supreme                                                  0.521594
## ModelCX-3                                                             2.06e-07
## ModelCX-5                                                             9.17e-13
## ModelCX-7                                                             2.40e-15
## ModelCX-9                                                              < 2e-16
## ModelDakota                                                           0.890530
## ModelDart                                                             0.584248
## ModelDawn                                                             0.435625
## ModelDaytona                                                          0.217640
## ModelDB7                                                              0.125692
## ModelDB9                                                              0.017053
## ModelDB9 GT                                                           0.116470
## ModelDBS                                                              0.000127
## ModelDefender                                                          < 2e-16
## ModelDeVille                                                          0.004577
## ModelDiablo                                                            < 2e-16
## ModelDiamante                                                         0.715758
## ModelDiscovery                                                        4.80e-05
## ModelDiscovery Series II                                              1.36e-07
## ModelDiscovery Sport                                                  5.29e-07
## ModelDTS                                                              0.022183
## ModelDurango                                                          0.336219
## ModelDynasty                                                          0.212646
## ModelE-150                                                            0.598177
## ModelE-250                                                            0.332661
## ModelE-Class                                                           < 2e-16
## Modele-Golf                                                           0.590585
## ModelE-Series Van                                                     0.399933
## ModelE-Series Wagon                                                   0.028983
## ModelE55 AMG                                                          2.06e-11
## ModelECHO                                                             0.000742
## ModelEclipse                                                          0.016013
## ModelEclipse Spyder                                                   0.025739
## ModelEdge                                                             0.606865
## ModelEighty-Eight                                                     0.001500
## ModelEighty-Eight Royale                                              0.761308
## ModelElantra                                                          1.52e-11
## ModelElantra Coupe                                                    3.87e-10
## ModelElantra GT                                                        < 2e-16
## ModelElantra Touring                                                  7.61e-12
## ModelEldorado                                                         0.002156
## ModelElectra                                                          0.013458
## ModelElement                                                          0.002058
## ModelElise                                                            6.48e-12
## ModelEnclave                                                          1.90e-13
## ModelEncore                                                           0.003558
## ModelEndeavor                                                         0.251913
## ModelEntourage                                                        0.268787
## ModelEnvision                                                         4.23e-10
## ModelEnvoy                                                            1.19e-13
## ModelEnvoy XL                                                         8.11e-10
## ModelEnvoy XUV                                                        8.46e-06
## ModelEnzo                                                             2.28e-11
## ModelEos                                                              0.169863
## ModelEquator                                                          2.15e-05
## ModelEquinox                                                           < 2e-16
## ModelEquus                                                            0.001273
## ModelES 250                                                           1.65e-09
## ModelES 300                                                           2.46e-05
## ModelES 300h                                                          0.000862
## ModelES 330                                                           1.46e-06
## ModelES 350                                                           7.67e-10
## ModelEscalade                                                         5.67e-07
## ModelEscalade ESV                                                     2.31e-09
## ModelEscalade EXT                                                     0.000228
## ModelEscalade Hybrid                                                  7.36e-15
## ModelEscape                                                           0.698980
## ModelEscape Hybrid                                                    0.417114
## ModelEscort                                                           0.000123
## ModelEsprit                                                           0.001220
## ModelEstate Wagon                                                     0.195376
## ModelEsteem                                                           9.86e-05
## ModelEuroVan                                                          0.235278
## ModelEvora                                                            0.043049
## ModelEvora 400                                                        0.585210
## ModelEX                                                               0.006815
## ModelEX35                                                             0.006938
## ModelExcel                                                            0.001733
## ModelExige                                                                  NA
## ModelExpedition                                                       8.43e-06
## ModelExplorer                                                         0.410244
## ModelExplorer Sport                                                   0.087835
## ModelExplorer Sport Trac                                              0.098324
## ModelExpo                                                             0.420476
## ModelExpress                                                           < 2e-16
## ModelExpress Cargo                                                    1.05e-11
## ModelF-150                                                            0.825330
## ModelF-150 Heritage                                                   0.755815
## ModelF-150 SVT Lightning                                              1.59e-07
## ModelF-250                                                            0.009155
## ModelF12 Berlinetta                                                   0.005080
## ModelF430                                                             0.002772
## ModelFestiva                                                          0.003169
## ModelFF                                                               0.000240
## ModelFiesta                                                           7.21e-05
## ModelFirebird                                                          < 2e-16
## ModelFit                                                               < 2e-16
## ModelFit EV                                                           0.711447
## ModelFive Hundred                                                     0.979960
## ModelFJ Cruiser                                                       4.48e-05
## ModelFleetwood                                                         < 2e-16
## ModelFlex                                                             0.496177
## ModelFlying Spur                                                      0.000170
## ModelFocus                                                            0.023475
## ModelFocus RS                                                         0.059052
## ModelFocus ST                                                         0.002751
## ModelForenza                                                          5.51e-08
## ModelForester                                                         0.013732
## ModelForte                                                            1.18e-05
## ModelFox                                                              0.055303
## ModelFR-S                                                             5.61e-11
## ModelFreelander                                                       3.63e-09
## ModelFreestar                                                         0.329571
## ModelFreestyle                                                        0.691049
## ModelFrontier                                                         5.79e-06
## ModelFusion                                                           0.638202
## ModelFusion Hybrid                                                    0.146073
## ModelFX                                                               0.228363
## ModelFX35                                                             0.220060
## ModelFX45                                                             0.826232
## ModelFX50                                                             0.102969
## ModelG Convertible                                                    0.089604
## ModelG Coupe                                                          0.935519
## ModelG Sedan                                                          0.824417
## ModelG-Class                                                          0.030895
## ModelG20                                                              0.272970
## ModelG3                                                               0.100363
## ModelG35                                                              0.538943
## ModelG37                                                              0.388221
## ModelG37 Convertible                                                  0.208504
## ModelG37 Coupe                                                        0.962157
## ModelG37 Sedan                                                        0.509349
## ModelG5                                                               0.955376
## ModelG6                                                               1.39e-05
## ModelG8                                                               0.039050
## ModelG80                                                                    NA
## ModelGalant                                                           0.048604
## ModelGallardo                                                          < 2e-16
## ModelGenesis                                                          0.531211
## ModelGenesis Coupe                                                    3.44e-09
## ModelGhibli                                                           0.039382
## ModelGhost                                                            0.543901
## ModelGhost Series II                                                  0.170606
## ModelGL-Class                                                          < 2e-16
## ModelGLA-Class                                                         < 2e-16
## ModelGLC-Class                                                         < 2e-16
## ModelGLE-Class                                                         < 2e-16
## ModelGLE-Class Coupe                                                   < 2e-16
## ModelGLI                                                              0.711956
## ModelGLK-Class                                                         < 2e-16
## ModelGLS-Class                                                        3.45e-14
## ModelGolf                                                             0.705816
## ModelGolf Alltrack                                                    0.584486
## ModelGolf GTI                                                         0.814801
## ModelGolf R                                                           0.814573
## ModelGolf SportWagen                                                  0.688589
## ModelGrand Am                                                         6.64e-07
## ModelGrand Caravan                                                    0.725518
## ModelGrand Prix                                                       0.008045
## ModelGrand Vitara                                                     0.000165
## ModelGrand Voyager                                                    0.663814
## ModelGranSport                                                        0.777949
## ModelGranTurismo                                                      0.461400
## ModelGranTurismo Convertible                                          0.478406
## ModelGS 200t                                                          0.069590
## ModelGS 300                                                           0.023224
## ModelGS 350                                                           9.86e-05
## ModelGS 400                                                           2.43e-09
## ModelGS 430                                                           0.305425
## ModelGS 450h                                                          0.247869
## ModelGS 460                                                           0.041257
## ModelGS F                                                             0.241367
## ModelGT                                                                < 2e-16
## ModelGT-R                                                              < 2e-16
## ModelGTI                                                              0.606438
## ModelGTO                                                              0.027805
## ModelGX 460                                                           0.013821
## ModelGX 470                                                           0.059089
## ModelH3                                                               5.69e-07
## ModelH3T                                                                    NA
## ModelHHR                                                               < 2e-16
## ModelHighlander                                                       4.68e-10
## ModelHighlander Hybrid                                                3.18e-10
## ModelHorizon                                                          0.206818
## ModelHR-V                                                             1.24e-05
## ModelHS 250h                                                          0.000171
## ModelHuracan                                                           < 2e-16
## Modeli-MiEV                                                           1.71e-07
## Modeli3                                                               0.000238
## ModelI30                                                              0.038720
## ModelI35                                                              0.545184
## ModeliA                                                               0.905034
## ModelILX                                                              5.42e-07
## ModelILX Hybrid                                                       0.015628
## ModeliM                                                               0.422576
## ModelImpala                                                            < 2e-16
## ModelImpala Limited                                                    < 2e-16
## ModelImperial                                                         0.224948
## ModelImpreza                                                          0.034914
## ModelImpreza WRX                                                      0.802202
## ModelInsight                                                          0.000537
## ModelIntegra                                                          0.000732
## ModelIntrepid                                                         0.755950
## ModelIntrigue                                                         0.698549
## ModeliQ                                                               0.720940
## ModelIS 200t                                                          8.41e-07
## ModelIS 250                                                           2.57e-08
## ModelIS 250 C                                                         5.21e-07
## ModelIS 300                                                           1.08e-11
## ModelIS 350                                                           8.62e-13
## ModelIS 350 C                                                         1.03e-09
## ModelIS F                                                             5.13e-05
## ModelJ30                                                              0.000134
## ModelJetta                                                            0.912158
## ModelJetta GLI                                                        0.700506
## ModelJetta Hybrid                                                     0.970585
## ModelJetta SportWagen                                                 0.697450
## ModelJimmy                                                             < 2e-16
## ModelJourney                                                          0.949793
## ModelJuke                                                             0.001920
## ModelJusty                                                            1.76e-07
## ModelJX                                                               0.097308
## ModelK900                                                             6.03e-06
## ModelKizashi                                                          0.568581
## ModelLaCrosse                                                         7.56e-06
## ModelLancer                                                           2.75e-05
## ModelLancer Evolution                                                 0.130373
## ModelLancer Sportback                                                 8.34e-05
## ModelLand Cruiser                                                      < 2e-16
## ModelLandaulet                                                              NA
## ModelLaser                                                            0.380059
## ModelLe Baron                                                         0.286513
## ModelLe Mans                                                           < 2e-16
## ModelLeaf                                                             0.758303
## ModelLegacy                                                           0.904644
## ModelLegend                                                           8.10e-07
## ModelLeSabre                                                          5.88e-09
## ModelLevante                                                          0.028259
## ModelLFA                                                               < 2e-16
## ModelLHS                                                              0.679761
## ModelLoyale                                                           2.38e-06
## ModelLR2                                                              6.71e-08
## ModelLR3                                                              0.074375
## ModelLR4                                                              0.000527
## ModelLS                                                               0.059709
## ModelLS 400                                                           0.004684
## ModelLS 430                                                           0.827135
## ModelLS 460                                                           0.757831
## ModelLS 600h L                                                        0.000146
## ModelLSS                                                              0.122750
## ModelLTD Crown Victoria                                               0.888504
## ModelLucerne                                                           < 2e-16
## ModelLumina                                                            < 2e-16
## ModelLumina Minivan                                                   4.65e-10
## ModelLX 450                                                           0.156314
## ModelLX 470                                                           0.001723
## ModelLX 570                                                           0.216710
## ModelM                                                                0.000347
## ModelM-Class                                                           < 2e-16
## ModelM2                                                               0.629189
## ModelM3                                                               0.000953
## ModelM30                                                              0.009371
## ModelM35                                                              0.011840
## ModelM37                                                              0.115365
## ModelM4                                                               1.80e-05
## ModelM4 GTS                                                           1.69e-15
## ModelM45                                                              0.000278
## ModelM5                                                               3.06e-06
## ModelM56                                                              0.008532
## ModelM6                                                                < 2e-16
## ModelM6 Gran Coupe                                                    2.45e-16
## ModelMacan                                                            4.40e-11
## ModelMagnum                                                           0.657919
## ModelMalibu                                                            < 2e-16
## ModelMalibu Classic                                                    < 2e-16
## ModelMalibu Hybrid                                                     < 2e-16
## ModelMalibu Limited                                                    < 2e-16
## ModelMalibu Maxx                                                       < 2e-16
## ModelMark LT                                                          0.435734
## ModelMark VII                                                         0.002363
## ModelMark VIII                                                        2.06e-05
## ModelMatrix                                                           0.016263
## ModelMaxima                                                           0.014509
## ModelMaybach                                                          0.740604
## ModelMazdaspeed 3                                                     0.005846
## ModelMazdaspeed 6                                                     6.20e-12
## ModelMazdaspeed MX-5 Miata                                            5.69e-08
## ModelMazdaspeed Protege                                               4.21e-05
## ModelMDX                                                              0.000333
## ModelMetris                                                            < 2e-16
## ModelMetro                                                             < 2e-16
## ModelMighty Max Pickup                                                0.926369
## ModelMillenia                                                          < 2e-16
## ModelMirage                                                           3.95e-09
## ModelMirage G4                                                        1.29e-06
## ModelMKC                                                              0.145968
## ModelMKS                                                              0.428667
## ModelMKT                                                              0.017276
## ModelMKX                                                              0.175125
## ModelMKZ                                                              0.267836
## ModelMKZ Hybrid                                                       0.316565
## ModelML55 AMG                                                         7.06e-11
## ModelModel S                                                                NA
## ModelMonaco                                                           0.338612
## ModelMontana                                                          2.06e-06
## ModelMontana SV6                                                      0.005852
## ModelMonte Carlo                                                       < 2e-16
## ModelMontero                                                          0.107209
## ModelMontero Sport                                                    0.785288
## ModelMP4-12C                                                                NA
## ModelMPV                                                              9.93e-08
## ModelMR2                                                              3.19e-07
## ModelMR2 Spyder                                                       1.18e-05
## ModelMulsanne                                                         0.614577
## ModelMurano                                                           2.20e-06
## ModelMurano CrossCabriolet                                            8.12e-09
## ModelMurcielago                                                        < 2e-16
## ModelMustang                                                          0.019199
## ModelMustang SVT Cobra                                                0.073395
## ModelMX-3                                                              < 2e-16
## ModelMX-5 Miata                                                       4.90e-10
## ModelMX-6                                                             4.47e-10
## ModelNavajo                                                            < 2e-16
## ModelNavigator                                                        1.87e-05
## ModelNeon                                                             0.520031
## ModelNew Beetle                                                       0.900479
## ModelNew Yorker                                                       0.632026
## ModelNinety-Eight                                                     0.449894
## ModelNitro                                                            0.840271
## ModelNSX                                                               < 2e-16
## ModelNV200                                                            0.928150
## ModelNX                                                               2.58e-05
## ModelNX 200t                                                          2.25e-08
## ModelNX 300h                                                          1.53e-07
## ModelOdyssey                                                          0.910767
## ModelOmni                                                             0.155536
## ModelOptima                                                           0.639570
## ModelOptima Hybrid                                                    0.335655
## ModelOutback                                                          1.12e-05
## ModelOutlander                                                        0.010275
## ModelOutlander Sport                                                  0.000316
## ModelPacifica                                                         0.240688
## ModelPanamera                                                               NA
## ModelPark Avenue                                                       < 2e-16
## ModelPark Ward                                                        3.17e-09
## ModelPaseo                                                            5.24e-08
## ModelPassat                                                           0.442103
## ModelPassport                                                         0.357622
## ModelPathfinder                                                       0.001280
## ModelPhaeton                                                          2.82e-05
## ModelPhantom                                                           < 2e-16
## ModelPhantom Coupe                                                    3.09e-13
## ModelPhantom Drophead Coupe                                           6.38e-12
## ModelPickup                                                           3.82e-14
## ModelPilot                                                            0.984216
## ModelPrecis                                                           0.495616
## ModelPrelude                                                          0.680140
## ModelPrevia                                                           8.88e-05
## ModelPrius                                                            1.75e-07
## ModelPrius c                                                          0.003563
## ModelPrius Prime                                                      2.63e-08
## ModelPrius v                                                          0.000177
## ModelPrizm                                                             < 2e-16
## ModelProbe                                                            0.532134
## ModelProtege                                                          7.90e-05
## ModelProtege5                                                         4.16e-05
## ModelProwler                                                          2.09e-08
## ModelPT Cruiser                                                       0.847640
## ModelPulsar                                                           0.002947
## ModelQ3                                                               0.905893
## ModelQ40                                                              0.015211
## ModelQ45                                                              8.97e-08
## ModelQ5                                                               0.233072
## ModelQ50                                                              0.993272
## ModelQ60 Convertible                                                  0.146335
## ModelQ60 Coupe                                                        0.711464
## ModelQ7                                                               0.052822
## ModelQ70                                                              0.004451
## ModelQuattroporte                                                     0.838604
## ModelQuest                                                            0.065321
## ModelQX                                                               0.000393
## ModelQX4                                                              0.028085
## ModelQX50                                                             0.000176
## ModelQX56                                                             1.49e-05
## ModelQX60                                                             0.057093
## ModelQX70                                                             0.081880
## ModelQX80                                                             2.76e-05
## ModelR-Class                                                           < 2e-16
## ModelR32                                                              0.319425
## ModelR8                                                               4.75e-12
## ModelRabbit                                                           0.375028
## ModelRaider                                                           0.001130
## ModelRainier                                                          1.09e-09
## ModelRally Wagon                                                      1.78e-10
## ModelRAM 150                                                          0.579268
## ModelRAM 250                                                          0.546883
## ModelRam 50 Pickup                                                    0.125993
## ModelRam Cargo                                                        0.832001
## ModelRam Pickup 1500                                                  0.980269
## ModelRam Van                                                          0.820843
## ModelRam Wagon                                                        0.760087
## ModelRamcharger                                                       0.408287
## ModelRange Rover                                                       < 2e-16
## ModelRange Rover Evoque                                               0.000471
## ModelRange Rover Sport                                                      NA
## ModelRanger                                                           0.130580
## ModelRapide                                                           0.347545
## ModelRapide S                                                         0.066135
## ModelRAV4                                                             1.50e-06
## ModelRAV4 EV                                                          2.45e-08
## ModelRAV4 Hybrid                                                      0.005159
## ModelRC 200t                                                          6.51e-06
## ModelRC 300                                                           8.18e-07
## ModelRC 350                                                           9.85e-12
## ModelRC F                                                             3.20e-09
## ModelRDX                                                              1.28e-08
## ModelReatta                                                           0.797474
## ModelRegal                                                            0.057652
## ModelRegency                                                          0.040301
## ModelRendezvous                                                       0.000644
## ModelReno                                                             2.61e-11
## ModelReventon                                                               NA
## ModelRidgeline                                                        4.77e-08
## ModelRio                                                              3.80e-09
## ModelRiviera                                                          0.055993
## ModelRL                                                               0.861503
## ModelRLX                                                              0.865201
## ModelRoadmaster                                                       0.197751
## ModelRogue                                                            0.207678
## ModelRogue Select                                                     0.013216
## ModelRondo                                                            0.025014
## ModelRoutan                                                           0.085863
## ModelRS 4                                                             0.000699
## ModelRS 5                                                             0.028344
## ModelRS 6                                                             7.96e-05
## ModelRS 7                                                             0.000269
## ModelRSX                                                              1.80e-11
## ModelRX 300                                                           3.83e-05
## ModelRX 330                                                           2.54e-05
## ModelRX 350                                                           3.90e-06
## ModelRX 400h                                                          3.88e-06
## ModelRX 450h                                                          5.26e-07
## ModelRX-7                                                              < 2e-16
## ModelRX-8                                                             7.84e-15
## ModelS-10                                                              < 2e-16
## ModelS-10 Blazer                                                      2.73e-15
## ModelS-15                                                             1.04e-06
## ModelS-15 Jimmy                                                       2.50e-07
## ModelS-Class                                                          0.000145
## ModelS2000                                                                  NA
## ModelS3                                                               0.225820
## ModelS4                                                               0.053096
## ModelS40                                                              0.740774
## ModelS5                                                               0.018319
## ModelS6                                                               0.010947
## ModelS60                                                              0.293420
## ModelS60 Cross Country                                                0.068657
## ModelS7                                                               0.002844
## ModelS70                                                              0.220063
## ModelS8                                                               7.63e-05
## ModelS80                                                              0.039063
## ModelS90                                                              0.078521
## ModelSafari                                                           1.77e-06
## ModelSafari Cargo                                                     3.07e-05
## ModelSamurai                                                          0.000220
## ModelSanta Fe                                                         0.531091
## ModelSanta Fe Sport                                                   0.197285
## ModelSavana                                                           1.67e-11
## ModelSavana Cargo                                                     1.08e-07
## ModelSC 300                                                           3.22e-07
## ModelSC 400                                                           3.70e-08
## ModelSC 430                                                                 NA
## ModelScoupe                                                           0.095246
## ModelSebring                                                          0.259185
## ModelSedona                                                           0.141771
## ModelSentra                                                           0.000339
## ModelSephia                                                           0.004568
## ModelSequoia                                                           < 2e-16
## ModelSeville                                                          0.033988
## ModelShadow                                                           0.184856
## ModelShelby GT350                                                     0.997546
## ModelShelby GT500                                                     0.142742
## ModelSidekick                                                         0.112227
## ModelSienna                                                           3.98e-06
## ModelSierra 1500                                                       < 2e-16
## ModelSierra 1500 Classic                                               < 2e-16
## ModelSierra 1500 Hybrid                                                < 2e-16
## ModelSierra 1500HD                                                     < 2e-16
## ModelSierra C3                                                        0.025070
## ModelSierra Classic 1500                                              0.778311
## ModelSigma                                                            0.471386
## ModelSilhouette                                                       5.88e-05
## ModelSilver Seraph                                                    1.39e-05
## ModelSilverado 1500                                                    < 2e-16
## ModelSilverado 1500 Classic                                            < 2e-16
## ModelSilverado 1500 Hybrid                                             < 2e-16
## ModelSixty Special                                                    2.13e-07
## ModelSkylark                                                          0.171189
## ModelSL-Class                                                         3.32e-07
## ModelSLC-Class                                                         < 2e-16
## ModelSLK-Class                                                         < 2e-16
## ModelSLR McLaren                                                       < 2e-16
## ModelSLS AMG                                                          0.494525
## ModelSLS AMG GT                                                       0.896854
## ModelSLS AMG GT Final Edition                                               NA
## ModelSLX                                                              1.17e-05
## ModelSolstice                                                         0.015446
## ModelSonata                                                           9.17e-05
## ModelSonata Hybrid                                                    1.85e-05
## ModelSonic                                                             < 2e-16
## ModelSonoma                                                            < 2e-16
## ModelSorento                                                          6.04e-08
## ModelSoul                                                             2.06e-05
## ModelSoul EV                                                          0.321370
## ModelSpark                                                             < 2e-16
## ModelSpark EV                                                          < 2e-16
## ModelSpectra                                                          7.62e-05
## ModelSpirit                                                           0.164223
## ModelSportage                                                               NA
## ModelSportvan                                                          < 2e-16
## ModelSpyder                                                           0.365128
## ModelSQ5                                                              0.815354
## ModelSRT Viper                                                        0.046357
## ModelSRX                                                              0.000482
## ModelSS                                                                < 2e-16
## ModelSSR                                                              8.21e-09
## ModelStanza                                                           1.95e-05
## ModelStealth                                                          0.282301
## ModelStratus                                                          0.818524
## ModelSTS                                                              0.038300
## ModelSTS-V                                                            0.068789
## ModelSuburban                                                         3.58e-12
## ModelSunbird                                                          3.43e-14
## ModelSundance                                                         0.133878
## ModelSunfire                                                          4.75e-05
## ModelSuperamerica                                                           NA
## ModelSupersports Convertible ISR                                      0.023174
## ModelSupra                                                             < 2e-16
## ModelSVX                                                              0.878571
## ModelSwift                                                            1.41e-06
## ModelSX4                                                              9.31e-09
## ModelSyclone                                                          0.000137
## ModelT100                                                             2.94e-14
## ModelTacoma                                                           0.003310
## ModelTahoe                                                            6.64e-11
## ModelTahoe Hybrid                                                     1.23e-10
## ModelTahoe Limited/Z71                                                8.40e-13
## ModelTaurus                                                           0.343024
## ModelTaurus X                                                         0.962784
## ModeltC                                                               3.44e-06
## ModelTC                                                               0.841150
## ModelTempo                                                            0.035660
## ModelTercel                                                           1.91e-09
## ModelTerrain                                                          5.07e-13
## ModelTerraza                                                          0.000370
## ModelThunderbird                                                      0.160425
## ModelTiburon                                                          7.81e-05
## ModelTiguan                                                           0.344404
## ModelTitan                                                            0.835637
## ModelTL                                                               0.001387
## ModelTLX                                                              0.000159
## ModelToronado                                                               NA
## ModelTorrent                                                          0.002559
## ModelTouareg                                                          0.006148
## ModelTouareg 2                                                        0.025521
## ModelTown and Country                                                 0.106266
## ModelTown Car                                                         8.57e-05
## ModelTracker                                                           < 2e-16
## ModelTrailBlazer                                                       < 2e-16
## ModelTrailBlazer EXT                                                   < 2e-16
## ModelTrans Sport                                                      0.299340
## ModelTransit Connect                                                  0.392352
## ModelTransit Wagon                                                    0.044918
## ModelTraverse                                                          < 2e-16
## ModelTrax                                                              < 2e-16
## ModelTribeca                                                          2.49e-05
## ModelTribute                                                          5.06e-13
## ModelTribute Hybrid                                                   4.16e-13
## ModelTruck                                                            1.58e-12
## ModelTSX                                                              0.000216
## ModelTSX Sport Wagon                                                  0.001733
## ModelTT                                                               0.060144
## ModelTT RS                                                            0.017175
## ModelTTS                                                              0.031916
## ModelTucson                                                           0.009261
## ModelTundra                                                           0.002914
## ModelTyphoon                                                          5.63e-13
## ModelUplander                                                         9.50e-16
## ModelV12 Vanquish                                                     0.003529
## ModelV12 Vantage                                                      0.407746
## ModelV12 Vantage S                                                    7.82e-05
## ModelV40                                                              0.499221
## ModelV50                                                              0.533589
## ModelV60                                                              0.157845
## ModelV60 Cross Country                                                0.019363
## ModelV70                                                              0.309567
## ModelV8                                                               0.765563
## ModelV8 Vantage                                                       2.17e-11
## ModelV90                                                              0.324186
## ModelVan                                                              0.013865
## ModelVanagon                                                          0.130555
## ModelVandura                                                          7.00e-07
## ModelVanquish                                                         0.034975
## ModelVanwagon                                                               NA
## ModelVeloster                                                         1.25e-10
## ModelVenture                                                          6.99e-11
## ModelVenza                                                            2.19e-07
## ModelVeracruz                                                         0.938972
## ModelVerano                                                                 NA
## ModelVerona                                                           0.085757
## ModelVersa                                                             < 2e-16
## ModelVersa Note                                                       1.80e-10
## ModelVeyron 16.4                                                            NA
## ModelVibe                                                                   NA
## ModelVigor                                                            4.33e-05
## ModelViper                                                            0.101326
## ModelVirage                                                                 NA
## ModelVitara                                                           0.019483
## ModelVoyager                                                          0.900331
## ModelWindstar                                                         0.001766
## ModelWindstar Cargo                                                         NA
## ModelWraith                                                                 NA
## ModelWRX                                                              0.685038
## ModelX-90                                                             0.005049
## ModelX1                                                               0.002290
## ModelX3                                                               0.089758
## ModelX4                                                               0.180660
## ModelX5                                                               0.961660
## ModelX5 M                                                             0.686118
## ModelX6                                                               0.506389
## ModelX6 M                                                             0.878234
## ModelxA                                                               0.059263
## ModelxB                                                               0.214634
## ModelXC                                                               0.961442
## ModelXC60                                                             0.000264
## ModelXC70                                                             0.000136
## ModelXC90                                                                   NA
## ModelxD                                                                     NA
## ModelXG300                                                            0.605647
## ModelXG350                                                                  NA
## ModelXL-7                                                             0.178504
## ModelXL7                                                                    NA
## ModelXLR                                                               < 2e-16
## ModelXLR-V                                                            9.07e-07
## ModelXT                                                               0.004818
## ModelXT5                                                              0.002118
## ModelXterra                                                                 NA
## ModelXTS                                                                    NA
## ModelXV Crosstrek                                                           NA
## ModelYaris                                                            0.703164
## ModelYaris iA                                                               NA
## ModelYukon                                                            0.193896
## ModelYukon Denali                                                     0.006648
## ModelYukon Hybrid                                                     0.746607
## ModelYukon XL                                                               NA
## ModelZ3                                                               9.24e-07
## ModelZ4                                                               7.90e-10
## ModelZ4 M                                                             0.001193
## ModelZ8                                                                < 2e-16
## ModelZDX                                                                    NA
## ModelZephyr                                                                 NA
## Year1991                                                              0.743799
## Year1992                                                              0.551637
## Year1993                                                              0.916919
## Year1994                                                              0.932331
## Year1995                                                              0.108914
## Year1996                                                              0.000301
## Year1997                                                              1.54e-05
## Year1998                                                              6.68e-11
## Year1999                                                               < 2e-16
## Year2000                                                               < 2e-16
## Year2001                                                               < 2e-16
## Year2002                                                               < 2e-16
## Year2003                                                               < 2e-16
## Year2004                                                               < 2e-16
## Year2005                                                               < 2e-16
## Year2006                                                               < 2e-16
## Year2007                                                               < 2e-16
## Year2008                                                               < 2e-16
## Year2009                                                               < 2e-16
## Year2010                                                               < 2e-16
## Year2011                                                               < 2e-16
## Year2012                                                               < 2e-16
## Year2013                                                               < 2e-16
## Year2014                                                               < 2e-16
## Year2015                                                               < 2e-16
## Year2016                                                               < 2e-16
## Year2017                                                               < 2e-16
## Engine.Fuel.Typediesel                                                0.001663
## Engine.Fuel.Typeelectric                                              2.75e-09
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)          0.236668
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)             0.500598
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                              0.498382
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                      0.001827
## Engine.Fuel.Typenatural gas                                           1.07e-05
## Engine.Fuel.Typepremium unleaded (recommended)                        0.240563
## Engine.Fuel.Typepremium unleaded (required)                           0.441763
## Engine.Fuel.Typeregular unleaded                                      0.571521
## Engine.HP                                                              < 2e-16
## Engine.Cylinders                                                      0.000140
## Transmission.TypeAUTOMATIC                                            0.033022
## Transmission.TypeDIRECT_DRIVE                                         0.264029
## Transmission.TypeMANUAL                                                < 2e-16
## Transmission.TypeUNKNOWN                                              2.19e-07
## Driven_Wheelsfour wheel drive                                         3.40e-06
## Driven_Wheelsfront wheel drive                                         < 2e-16
## Driven_Wheelsrear wheel drive                                          < 2e-16
## Number.of.Doors2                                                      0.027316
## Number.of.Doors3                                                      0.120324
## Number.of.Doors4                                                      0.337281
## Market.CategoryCrossover,Diesel                                       0.465980
## Market.CategoryCrossover,Exotic,Luxury,High-Performance               0.836655
## Market.CategoryCrossover,Exotic,Luxury,Performance                          NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance        5.88e-08
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance             1.72e-05
## Market.CategoryCrossover,Factory Tuner,Performance                    0.262030
## Market.CategoryCrossover,Flex Fuel                                    0.653027
## Market.CategoryCrossover,Flex Fuel,Luxury                             0.003336
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                 0.001153
## Market.CategoryCrossover,Flex Fuel,Performance                        0.087390
## Market.CategoryCrossover,Hatchback                                    0.884611
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance          0.000339
## Market.CategoryCrossover,Hatchback,Luxury                                   NA
## Market.CategoryCrossover,Hatchback,Performance                        0.032683
## Market.CategoryCrossover,Hybrid                                       1.07e-08
## Market.CategoryCrossover,Luxury                                       0.000315
## Market.CategoryCrossover,Luxury,Diesel                                0.001115
## Market.CategoryCrossover,Luxury,High-Performance                      5.40e-08
## Market.CategoryCrossover,Luxury,Hybrid                                4.57e-07
## Market.CategoryCrossover,Luxury,Performance                           0.000137
## Market.CategoryCrossover,Luxury,Performance,Hybrid                          NA
## Market.CategoryCrossover,Performance                                  0.013181
## Market.CategoryDiesel                                                 0.255281
## Market.CategoryDiesel,Luxury                                          0.943731
## Market.CategoryExotic,Factory Tuner,High-Performance                  6.23e-16
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance           0.463875
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                0.620381
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance 0.750087
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance               0.158774
## Market.CategoryExotic,High-Performance                                1.30e-12
## Market.CategoryExotic,Luxury                                          0.528988
## Market.CategoryExotic,Luxury,High-Performance                         0.275002
## Market.CategoryExotic,Luxury,High-Performance,Hybrid                  0.042463
## Market.CategoryExotic,Luxury,Performance                                    NA
## Market.CategoryExotic,Performance                                           NA
## Market.CategoryFactory Tuner,High-Performance                         0.007815
## Market.CategoryFactory Tuner,Luxury                                   0.403628
## Market.CategoryFactory Tuner,Luxury,High-Performance                  0.016246
## Market.CategoryFactory Tuner,Luxury,Performance                       0.426149
## Market.CategoryFactory Tuner,Performance                              0.292304
## Market.CategoryFlex Fuel                                              0.003970
## Market.CategoryFlex Fuel,Diesel                                       0.405870
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance        0.046728
## Market.CategoryFlex Fuel,Hybrid                                       0.079558
## Market.CategoryFlex Fuel,Luxury                                       0.801347
## Market.CategoryFlex Fuel,Luxury,High-Performance                      0.305865
## Market.CategoryFlex Fuel,Luxury,Performance                           0.302356
## Market.CategoryFlex Fuel,Performance                                  0.332056
## Market.CategoryFlex Fuel,Performance,Hybrid                           0.236597
## Market.CategoryHatchback                                              0.696839
## Market.CategoryHatchback,Diesel                                       0.967071
## Market.CategoryHatchback,Factory Tuner,High-Performance               0.006061
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance             0.000442
## Market.CategoryHatchback,Factory Tuner,Performance                    0.056127
## Market.CategoryHatchback,Flex Fuel                                    0.647434
## Market.CategoryHatchback,Hybrid                                             NA
## Market.CategoryHatchback,Luxury                                       0.068617
## Market.CategoryHatchback,Luxury,Hybrid                                      NA
## Market.CategoryHatchback,Luxury,Performance                           0.038543
## Market.CategoryHatchback,Performance                                  0.229547
## Market.CategoryHigh-Performance                                       0.988952
## Market.CategoryHybrid                                                 0.000219
## Market.CategoryLuxury                                                 0.944636
## Market.CategoryLuxury,High-Performance                                0.642231
## Market.CategoryLuxury,High-Performance,Hybrid                         0.449647
## Market.CategoryLuxury,Hybrid                                          0.420579
## Market.CategoryLuxury,Performance                                     0.710299
## Market.CategoryLuxury,Performance,Hybrid                              0.426239
## Market.CategoryN/A                                                    0.087404
## Market.CategoryPerformance                                            0.831458
## Market.CategoryPerformance,Hybrid                                     0.916913
## Vehicle.SizeLarge                                                     0.085709
## Vehicle.SizeMidsize                                                   0.190520
## Vehicle.Style2dr SUV                                                  0.020429
## Vehicle.Style4dr Hatchback                                            0.253233
## Vehicle.Style4dr SUV                                                  0.054178
## Vehicle.StyleCargo Minivan                                            0.359351
## Vehicle.StyleCargo Van                                                0.906757
## Vehicle.StyleConvertible                                               < 2e-16
## Vehicle.StyleConvertible SUV                                                NA
## Vehicle.StyleCoupe                                                    3.27e-07
## Vehicle.StyleCrew Cab Pickup                                           < 2e-16
## Vehicle.StyleExtended Cab Pickup                                      3.11e-08
## Vehicle.StylePassenger Minivan                                        0.531095
## Vehicle.StylePassenger Van                                                  NA
## Vehicle.StyleRegular Cab Pickup                                             NA
## Vehicle.StyleSedan                                                    0.492682
## Vehicle.StyleWagon                                                          NA
## highway.MPG                                                           0.756772
## city.mpg                                                              0.256697
## Popularity                                                                  NA
##                                                                          
## (Intercept)                                                           ***
## MakeAlfa Romeo                                                        .  
## MakeAston Martin                                                      ***
## MakeAudi                                                              ***
## MakeBentley                                                           ***
## MakeBMW                                                               ***
## MakeBugatti                                                           ***
## MakeBuick                                                             ***
## MakeCadillac                                                             
## MakeChevrolet                                                         ***
## MakeChrysler                                                          ***
## MakeDodge                                                             ** 
## MakeFerrari                                                           ***
## MakeFIAT                                                              ***
## MakeFord                                                              ***
## MakeGenesis                                                           ** 
## MakeGMC                                                                  
## MakeHonda                                                             ***
## MakeHUMMER                                                            ***
## MakeHyundai                                                           ***
## MakeInfiniti                                                          ** 
## MakeKia                                                               ***
## MakeLamborghini                                                       ***
## MakeLand Rover                                                           
## MakeLexus                                                             .  
## MakeLincoln                                                           *  
## MakeLotus                                                             *  
## MakeMaserati                                                          ***
## MakeMaybach                                                           ***
## MakeMazda                                                             ***
## MakeMcLaren                                                           ***
## MakeMercedes-Benz                                                     ***
## MakeMitsubishi                                                        *  
## MakeNissan                                                            ***
## MakeOldsmobile                                                        ***
## MakePlymouth                                                          ** 
## MakePontiac                                                           ***
## MakePorsche                                                           ***
## MakeRolls-Royce                                                       ***
## MakeSaab                                                              ***
## MakeScion                                                             ***
## MakeSpyker                                                            ***
## MakeSubaru                                                            ***
## MakeSuzuki                                                            ***
## MakeTesla                                                             *  
## MakeToyota                                                            ***
## MakeVolkswagen                                                        ** 
## MakeVolvo                                                             ***
## Model1 Series M                                                          
## Model100                                                                 
## Model124 Spider                                                          
## Model190-Class                                                        ***
## Model2                                                                *  
## Model2 Series                                                         ***
## Model200                                                                 
## Model200SX                                                            *  
## Model240                                                                 
## Model240SX                                                            ***
## Model3                                                                ***
## Model3 Series                                                         *  
## Model3 Series Gran Turismo                                               
## Model300                                                                 
## Model300-Class                                                        ***
## Model3000GT                                                           ***
## Model300M                                                                
## Model300ZX                                                            ***
## Model323                                                              ***
## Model350-Class                                                        ***
## Model350Z                                                             ***
## Model360                                                              ***
## Model370Z                                                             ** 
## Model4 Series                                                         ***
## Model4 Series Gran Coupe                                              ***
## Model400-Class                                                        ***
## Model420-Class                                                        ***
## Model456M                                                                
## Model458 Italia                                                       ** 
## Model4C                                                                  
## Model4Runner                                                          ***
## Model5                                                                ***
## Model5 Series                                                         ***
## Model5 Series Gran Turismo                                            ***
## Model500                                                              *  
## Model500-Class                                                        ***
## Model500e                                                                
## Model500L                                                                
## Model500X                                                                
## Model550                                                                 
## Model560-Class                                                        ***
## Model57                                                               ***
## Model570S                                                             *  
## Model575M                                                                
## Model599                                                                 
## Model6                                                                ***
## Model6 Series                                                         ***
## Model6 Series Gran Coupe                                              ***
## Model600-Class                                                        ***
## Model6000                                                             ***
## Model612 Scaglietti                                                      
## Model62                                                               ***
## Model626                                                              ***
## Model650S Coupe                                                          
## Model650S Spider                                                         
## Model7 Series                                                         ***
## Model718 Cayman                                                       ***
## Model740                                                                 
## Model760                                                                 
## Model780                                                                 
## Model8 Series                                                         ***
## Model80                                                                  
## Model850                                                                 
## Model86                                                               *  
## Model9-2X                                                             ** 
## Model9-3                                                              ***
## Model9-3 Griffin                                                      ***
## Model9-4X                                                                
## Model9-5                                                              ***
## Model9-7X                                                             ***
## Model90                                                                  
## Model900                                                                 
## Model9000                                                                
## Model911                                                                 
## Model928                                                                 
## Model929                                                              ***
## Model940                                                                 
## Model944                                                              ***
## Model960                                                                 
## Model968                                                              ***
## ModelA3                                                               .  
## ModelA4                                                               *  
## ModelA4 allroad                                                       *  
## ModelA5                                                               *  
## ModelA6                                                               ***
## ModelA7                                                               ***
## ModelA8                                                               ***
## ModelAcadia                                                           ***
## ModelAcadia Limited                                                      
## ModelAccent                                                           ***
## ModelAcclaim                                                             
## ModelAccord                                                           ***
## ModelAccord Crosstour                                                    
## ModelAccord Hybrid                                                    *  
## ModelAccord Plug-In Hybrid                                               
## ModelAchieva                                                             
## ModelActiveHybrid 5                                                   ***
## ModelActiveHybrid 7                                                   ***
## ModelActiveHybrid X6                                                  ***
## ModelAerio                                                            ***
## ModelAerostar                                                            
## ModelAlero                                                               
## ModelAllante                                                          ***
## Modelallroad                                                          ** 
## Modelallroad quattro                                                     
## ModelAlpina                                                           ***
## ModelALPINA B6 Gran Coupe                                             ***
## ModelALPINA B7                                                        ***
## ModelAltima                                                              
## ModelAltima Hybrid                                                       
## ModelAmanti                                                              
## ModelAMG GT                                                           ***
## ModelArmada                                                           ***
## ModelArnage                                                              
## ModelAspen                                                            .  
## ModelAspire                                                           *  
## ModelAstro                                                            ***
## ModelAstro Cargo                                                      ***
## ModelATS                                                              ***
## ModelATS Coupe                                                        ***
## ModelATS-V                                                            ***
## ModelAurora                                                           ***
## ModelAvalanche                                                        ***
## ModelAvalon                                                           ***
## ModelAvalon Hybrid                                                    ***
## ModelAvenger                                                             
## ModelAventador                                                        ***
## ModelAveo                                                             ***
## ModelAviator                                                          *  
## ModelAxxess                                                           .  
## ModelAzera                                                               
## ModelAztek                                                            ** 
## ModelAzure                                                               
## ModelAzure T                                                             
## ModelB-Class Electric Drive                                           ***
## ModelB-Series                                                         ***
## ModelB-Series Pickup                                                  ***
## ModelB-Series Truck                                                   ***
## ModelB9 Tribeca                                                       ***
## ModelBaja                                                                
## ModelBeetle                                                              
## ModelBeetle Convertible                                                  
## ModelBeretta                                                          ***
## ModelBlack Diamond Avalanche                                          ***
## ModelBlackwood                                                        *  
## ModelBlazer                                                           ***
## ModelBolt EV                                                          ***
## ModelBonneville                                                       ***
## ModelBorrego                                                          ** 
## ModelBoxster                                                          ***
## ModelBravada                                                          ***
## ModelBreeze                                                              
## ModelBronco                                                           ** 
## ModelBronco II                                                        *  
## ModelBrooklands                                                          
## ModelBrougham                                                         ***
## ModelBRZ                                                                 
## ModelC-Class                                                          ***
## ModelC-Max Hybrid                                                     ** 
## ModelC/K 1500 Series                                                  ***
## ModelC/K 2500 Series                                                  ***
## ModelC30                                                                 
## ModelC36 AMG                                                          ***
## ModelC43 AMG                                                          ***
## ModelC70                                                                 
## ModelC8                                                                  
## ModelCabrio                                                              
## ModelCabriolet                                                           
## ModelCadenza                                                          ***
## ModelCaliber                                                             
## ModelCalifornia                                                       ***
## ModelCalifornia T                                                     ***
## ModelCamaro                                                           ***
## ModelCamry                                                            ***
## ModelCamry Hybrid                                                     *  
## ModelCamry Solara                                                     ***
## ModelCanyon                                                           ***
## ModelCaprice                                                          ***
## ModelCaptiva Sport                                                    ***
## ModelCaravan                                                             
## ModelCarrera GT                                                       ***
## ModelCascada                                                          ***
## ModelCatera                                                           ***
## ModelCavalier                                                         ***
## ModelCayenne                                                          ***
## ModelCayman                                                           ***
## ModelCayman S                                                         *  
## ModelCC                                                                  
## ModelCelebrity                                                        ***
## ModelCelica                                                           ***
## ModelCentury                                                             
## ModelChallenger                                                          
## ModelCharger                                                             
## ModelChevy Van                                                        ***
## ModelCiera                                                               
## ModelCirrus                                                              
## ModelCity Express                                                     ***
## ModelCivic                                                            ***
## ModelCivic CRX                                                        *  
## ModelCivic del Sol                                                       
## ModelCL                                                               ***
## ModelCL-Class                                                         ** 
## ModelCLA-Class                                                        ***
## ModelClassic                                                          ***
## ModelCLK-Class                                                        ***
## ModelCLS-Class                                                        ***
## ModelCobalt                                                           ***
## ModelColorado                                                         ***
## ModelColt                                                                
## ModelConcorde                                                            
## ModelContinental                                                      ***
## ModelContinental Flying Spur                                          ***
## ModelContinental Flying Spur Speed                                    ***
## ModelContinental GT                                                   ***
## ModelContinental GT Speed                                             ***
## ModelContinental GT Speed Convertible                                 ***
## ModelContinental GT3-R                                                   
## ModelContinental GTC                                                  ***
## ModelContinental GTC Speed                                            ***
## ModelContinental Supersports                                          .  
## ModelContinental Supersports Convertible                              *  
## ModelContour                                                             
## ModelContour SVT                                                         
## ModelCorniche                                                         ***
## ModelCorolla                                                          *  
## ModelCorolla iM                                                          
## ModelCorrado                                                             
## ModelCorsica                                                          ***
## ModelCorvette                                                         ***
## ModelCorvette Stingray                                                ***
## ModelCoupe                                                               
## ModelCR-V                                                             .  
## ModelCR-Z                                                             ** 
## ModelCressida                                                         ***
## ModelCrossfire                                                        *  
## ModelCrosstour                                                           
## ModelCrosstrek                                                           
## ModelCrown Victoria                                                      
## ModelCruze                                                            ***
## ModelCruze Limited                                                    ***
## ModelCT 200h                                                          ***
## ModelCT6                                                              ** 
## ModelCTS                                                                 
## ModelCTS Coupe                                                        ***
## ModelCTS Wagon                                                        ***
## ModelCTS-V                                                            ***
## ModelCTS-V Coupe                                                      ***
## ModelCTS-V Wagon                                                      ***
## ModelCube                                                             ***
## ModelCustom Cruiser                                                      
## ModelCutlass                                                             
## ModelCutlass Calais                                                   ** 
## ModelCutlass Ciera                                                    *  
## ModelCutlass Supreme                                                     
## ModelCX-3                                                             ***
## ModelCX-5                                                             ***
## ModelCX-7                                                             ***
## ModelCX-9                                                             ***
## ModelDakota                                                              
## ModelDart                                                                
## ModelDawn                                                                
## ModelDaytona                                                             
## ModelDB7                                                                 
## ModelDB9                                                              *  
## ModelDB9 GT                                                              
## ModelDBS                                                              ***
## ModelDefender                                                         ***
## ModelDeVille                                                          ** 
## ModelDiablo                                                           ***
## ModelDiamante                                                            
## ModelDiscovery                                                        ***
## ModelDiscovery Series II                                              ***
## ModelDiscovery Sport                                                  ***
## ModelDTS                                                              *  
## ModelDurango                                                             
## ModelDynasty                                                             
## ModelE-150                                                               
## ModelE-250                                                               
## ModelE-Class                                                          ***
## Modele-Golf                                                              
## ModelE-Series Van                                                        
## ModelE-Series Wagon                                                   *  
## ModelE55 AMG                                                          ***
## ModelECHO                                                             ***
## ModelEclipse                                                          *  
## ModelEclipse Spyder                                                   *  
## ModelEdge                                                                
## ModelEighty-Eight                                                     ** 
## ModelEighty-Eight Royale                                                 
## ModelElantra                                                          ***
## ModelElantra Coupe                                                    ***
## ModelElantra GT                                                       ***
## ModelElantra Touring                                                  ***
## ModelEldorado                                                         ** 
## ModelElectra                                                          *  
## ModelElement                                                          ** 
## ModelElise                                                            ***
## ModelEnclave                                                          ***
## ModelEncore                                                           ** 
## ModelEndeavor                                                            
## ModelEntourage                                                           
## ModelEnvision                                                         ***
## ModelEnvoy                                                            ***
## ModelEnvoy XL                                                         ***
## ModelEnvoy XUV                                                        ***
## ModelEnzo                                                             ***
## ModelEos                                                                 
## ModelEquator                                                          ***
## ModelEquinox                                                          ***
## ModelEquus                                                            ** 
## ModelES 250                                                           ***
## ModelES 300                                                           ***
## ModelES 300h                                                          ***
## ModelES 330                                                           ***
## ModelES 350                                                           ***
## ModelEscalade                                                         ***
## ModelEscalade ESV                                                     ***
## ModelEscalade EXT                                                     ***
## ModelEscalade Hybrid                                                  ***
## ModelEscape                                                              
## ModelEscape Hybrid                                                       
## ModelEscort                                                           ***
## ModelEsprit                                                           ** 
## ModelEstate Wagon                                                        
## ModelEsteem                                                           ***
## ModelEuroVan                                                             
## ModelEvora                                                            *  
## ModelEvora 400                                                           
## ModelEX                                                               ** 
## ModelEX35                                                             ** 
## ModelExcel                                                            ** 
## ModelExige                                                               
## ModelExpedition                                                       ***
## ModelExplorer                                                            
## ModelExplorer Sport                                                   .  
## ModelExplorer Sport Trac                                              .  
## ModelExpo                                                                
## ModelExpress                                                          ***
## ModelExpress Cargo                                                    ***
## ModelF-150                                                               
## ModelF-150 Heritage                                                      
## ModelF-150 SVT Lightning                                              ***
## ModelF-250                                                            ** 
## ModelF12 Berlinetta                                                   ** 
## ModelF430                                                             ** 
## ModelFestiva                                                          ** 
## ModelFF                                                               ***
## ModelFiesta                                                           ***
## ModelFirebird                                                         ***
## ModelFit                                                              ***
## ModelFit EV                                                              
## ModelFive Hundred                                                        
## ModelFJ Cruiser                                                       ***
## ModelFleetwood                                                        ***
## ModelFlex                                                                
## ModelFlying Spur                                                      ***
## ModelFocus                                                            *  
## ModelFocus RS                                                         .  
## ModelFocus ST                                                         ** 
## ModelForenza                                                          ***
## ModelForester                                                         *  
## ModelForte                                                            ***
## ModelFox                                                              .  
## ModelFR-S                                                             ***
## ModelFreelander                                                       ***
## ModelFreestar                                                            
## ModelFreestyle                                                           
## ModelFrontier                                                         ***
## ModelFusion                                                              
## ModelFusion Hybrid                                                       
## ModelFX                                                                  
## ModelFX35                                                                
## ModelFX45                                                                
## ModelFX50                                                                
## ModelG Convertible                                                    .  
## ModelG Coupe                                                             
## ModelG Sedan                                                             
## ModelG-Class                                                          *  
## ModelG20                                                                 
## ModelG3                                                                  
## ModelG35                                                                 
## ModelG37                                                                 
## ModelG37 Convertible                                                     
## ModelG37 Coupe                                                           
## ModelG37 Sedan                                                           
## ModelG5                                                                  
## ModelG6                                                               ***
## ModelG8                                                               *  
## ModelG80                                                                 
## ModelGalant                                                           *  
## ModelGallardo                                                         ***
## ModelGenesis                                                             
## ModelGenesis Coupe                                                    ***
## ModelGhibli                                                           *  
## ModelGhost                                                               
## ModelGhost Series II                                                     
## ModelGL-Class                                                         ***
## ModelGLA-Class                                                        ***
## ModelGLC-Class                                                        ***
## ModelGLE-Class                                                        ***
## ModelGLE-Class Coupe                                                  ***
## ModelGLI                                                                 
## ModelGLK-Class                                                        ***
## ModelGLS-Class                                                        ***
## ModelGolf                                                                
## ModelGolf Alltrack                                                       
## ModelGolf GTI                                                            
## ModelGolf R                                                              
## ModelGolf SportWagen                                                     
## ModelGrand Am                                                         ***
## ModelGrand Caravan                                                       
## ModelGrand Prix                                                       ** 
## ModelGrand Vitara                                                     ***
## ModelGrand Voyager                                                       
## ModelGranSport                                                           
## ModelGranTurismo                                                         
## ModelGranTurismo Convertible                                             
## ModelGS 200t                                                          .  
## ModelGS 300                                                           *  
## ModelGS 350                                                           ***
## ModelGS 400                                                           ***
## ModelGS 430                                                              
## ModelGS 450h                                                             
## ModelGS 460                                                           *  
## ModelGS F                                                                
## ModelGT                                                               ***
## ModelGT-R                                                             ***
## ModelGTI                                                                 
## ModelGTO                                                              *  
## ModelGX 460                                                           *  
## ModelGX 470                                                           .  
## ModelH3                                                               ***
## ModelH3T                                                                 
## ModelHHR                                                              ***
## ModelHighlander                                                       ***
## ModelHighlander Hybrid                                                ***
## ModelHorizon                                                             
## ModelHR-V                                                             ***
## ModelHS 250h                                                          ***
## ModelHuracan                                                          ***
## Modeli-MiEV                                                           ***
## Modeli3                                                               ***
## ModelI30                                                              *  
## ModelI35                                                                 
## ModeliA                                                                  
## ModelILX                                                              ***
## ModelILX Hybrid                                                       *  
## ModeliM                                                                  
## ModelImpala                                                           ***
## ModelImpala Limited                                                   ***
## ModelImperial                                                            
## ModelImpreza                                                          *  
## ModelImpreza WRX                                                         
## ModelInsight                                                          ***
## ModelIntegra                                                          ***
## ModelIntrepid                                                            
## ModelIntrigue                                                            
## ModeliQ                                                                  
## ModelIS 200t                                                          ***
## ModelIS 250                                                           ***
## ModelIS 250 C                                                         ***
## ModelIS 300                                                           ***
## ModelIS 350                                                           ***
## ModelIS 350 C                                                         ***
## ModelIS F                                                             ***
## ModelJ30                                                              ***
## ModelJetta                                                               
## ModelJetta GLI                                                           
## ModelJetta Hybrid                                                        
## ModelJetta SportWagen                                                    
## ModelJimmy                                                            ***
## ModelJourney                                                             
## ModelJuke                                                             ** 
## ModelJusty                                                            ***
## ModelJX                                                               .  
## ModelK900                                                             ***
## ModelKizashi                                                             
## ModelLaCrosse                                                         ***
## ModelLancer                                                           ***
## ModelLancer Evolution                                                    
## ModelLancer Sportback                                                 ***
## ModelLand Cruiser                                                     ***
## ModelLandaulet                                                           
## ModelLaser                                                               
## ModelLe Baron                                                            
## ModelLe Mans                                                          ***
## ModelLeaf                                                                
## ModelLegacy                                                              
## ModelLegend                                                           ***
## ModelLeSabre                                                          ***
## ModelLevante                                                          *  
## ModelLFA                                                              ***
## ModelLHS                                                                 
## ModelLoyale                                                           ***
## ModelLR2                                                              ***
## ModelLR3                                                              .  
## ModelLR4                                                              ***
## ModelLS                                                               .  
## ModelLS 400                                                           ** 
## ModelLS 430                                                              
## ModelLS 460                                                              
## ModelLS 600h L                                                        ***
## ModelLSS                                                                 
## ModelLTD Crown Victoria                                                  
## ModelLucerne                                                          ***
## ModelLumina                                                           ***
## ModelLumina Minivan                                                   ***
## ModelLX 450                                                              
## ModelLX 470                                                           ** 
## ModelLX 570                                                              
## ModelM                                                                ***
## ModelM-Class                                                          ***
## ModelM2                                                                  
## ModelM3                                                               ***
## ModelM30                                                              ** 
## ModelM35                                                              *  
## ModelM37                                                                 
## ModelM4                                                               ***
## ModelM4 GTS                                                           ***
## ModelM45                                                              ***
## ModelM5                                                               ***
## ModelM56                                                              ** 
## ModelM6                                                               ***
## ModelM6 Gran Coupe                                                    ***
## ModelMacan                                                            ***
## ModelMagnum                                                              
## ModelMalibu                                                           ***
## ModelMalibu Classic                                                   ***
## ModelMalibu Hybrid                                                    ***
## ModelMalibu Limited                                                   ***
## ModelMalibu Maxx                                                      ***
## ModelMark LT                                                             
## ModelMark VII                                                         ** 
## ModelMark VIII                                                        ***
## ModelMatrix                                                           *  
## ModelMaxima                                                           *  
## ModelMaybach                                                             
## ModelMazdaspeed 3                                                     ** 
## ModelMazdaspeed 6                                                     ***
## ModelMazdaspeed MX-5 Miata                                            ***
## ModelMazdaspeed Protege                                               ***
## ModelMDX                                                              ***
## ModelMetris                                                           ***
## ModelMetro                                                            ***
## ModelMighty Max Pickup                                                   
## ModelMillenia                                                         ***
## ModelMirage                                                           ***
## ModelMirage G4                                                        ***
## ModelMKC                                                                 
## ModelMKS                                                                 
## ModelMKT                                                              *  
## ModelMKX                                                                 
## ModelMKZ                                                                 
## ModelMKZ Hybrid                                                          
## ModelML55 AMG                                                         ***
## ModelModel S                                                             
## ModelMonaco                                                              
## ModelMontana                                                          ***
## ModelMontana SV6                                                      ** 
## ModelMonte Carlo                                                      ***
## ModelMontero                                                             
## ModelMontero Sport                                                       
## ModelMP4-12C                                                             
## ModelMPV                                                              ***
## ModelMR2                                                              ***
## ModelMR2 Spyder                                                       ***
## ModelMulsanne                                                            
## ModelMurano                                                           ***
## ModelMurano CrossCabriolet                                            ***
## ModelMurcielago                                                       ***
## ModelMustang                                                          *  
## ModelMustang SVT Cobra                                                .  
## ModelMX-3                                                             ***
## ModelMX-5 Miata                                                       ***
## ModelMX-6                                                             ***
## ModelNavajo                                                           ***
## ModelNavigator                                                        ***
## ModelNeon                                                                
## ModelNew Beetle                                                          
## ModelNew Yorker                                                          
## ModelNinety-Eight                                                        
## ModelNitro                                                               
## ModelNSX                                                              ***
## ModelNV200                                                               
## ModelNX                                                               ***
## ModelNX 200t                                                          ***
## ModelNX 300h                                                          ***
## ModelOdyssey                                                             
## ModelOmni                                                                
## ModelOptima                                                              
## ModelOptima Hybrid                                                       
## ModelOutback                                                          ***
## ModelOutlander                                                        *  
## ModelOutlander Sport                                                  ***
## ModelPacifica                                                            
## ModelPanamera                                                            
## ModelPark Avenue                                                      ***
## ModelPark Ward                                                        ***
## ModelPaseo                                                            ***
## ModelPassat                                                              
## ModelPassport                                                            
## ModelPathfinder                                                       ** 
## ModelPhaeton                                                          ***
## ModelPhantom                                                          ***
## ModelPhantom Coupe                                                    ***
## ModelPhantom Drophead Coupe                                           ***
## ModelPickup                                                           ***
## ModelPilot                                                               
## ModelPrecis                                                              
## ModelPrelude                                                             
## ModelPrevia                                                           ***
## ModelPrius                                                            ***
## ModelPrius c                                                          ** 
## ModelPrius Prime                                                      ***
## ModelPrius v                                                          ***
## ModelPrizm                                                            ***
## ModelProbe                                                               
## ModelProtege                                                          ***
## ModelProtege5                                                         ***
## ModelProwler                                                          ***
## ModelPT Cruiser                                                          
## ModelPulsar                                                           ** 
## ModelQ3                                                                  
## ModelQ40                                                              *  
## ModelQ45                                                              ***
## ModelQ5                                                                  
## ModelQ50                                                                 
## ModelQ60 Convertible                                                     
## ModelQ60 Coupe                                                           
## ModelQ7                                                               .  
## ModelQ70                                                              ** 
## ModelQuattroporte                                                        
## ModelQuest                                                            .  
## ModelQX                                                               ***
## ModelQX4                                                              *  
## ModelQX50                                                             ***
## ModelQX56                                                             ***
## ModelQX60                                                             .  
## ModelQX70                                                             .  
## ModelQX80                                                             ***
## ModelR-Class                                                          ***
## ModelR32                                                                 
## ModelR8                                                               ***
## ModelRabbit                                                              
## ModelRaider                                                           ** 
## ModelRainier                                                          ***
## ModelRally Wagon                                                      ***
## ModelRAM 150                                                             
## ModelRAM 250                                                             
## ModelRam 50 Pickup                                                       
## ModelRam Cargo                                                           
## ModelRam Pickup 1500                                                     
## ModelRam Van                                                             
## ModelRam Wagon                                                           
## ModelRamcharger                                                          
## ModelRange Rover                                                      ***
## ModelRange Rover Evoque                                               ***
## ModelRange Rover Sport                                                   
## ModelRanger                                                              
## ModelRapide                                                              
## ModelRapide S                                                         .  
## ModelRAV4                                                             ***
## ModelRAV4 EV                                                          ***
## ModelRAV4 Hybrid                                                      ** 
## ModelRC 200t                                                          ***
## ModelRC 300                                                           ***
## ModelRC 350                                                           ***
## ModelRC F                                                             ***
## ModelRDX                                                              ***
## ModelReatta                                                              
## ModelRegal                                                            .  
## ModelRegency                                                          *  
## ModelRendezvous                                                       ***
## ModelReno                                                             ***
## ModelReventon                                                            
## ModelRidgeline                                                        ***
## ModelRio                                                              ***
## ModelRiviera                                                          .  
## ModelRL                                                                  
## ModelRLX                                                                 
## ModelRoadmaster                                                          
## ModelRogue                                                               
## ModelRogue Select                                                     *  
## ModelRondo                                                            *  
## ModelRoutan                                                           .  
## ModelRS 4                                                             ***
## ModelRS 5                                                             *  
## ModelRS 6                                                             ***
## ModelRS 7                                                             ***
## ModelRSX                                                              ***
## ModelRX 300                                                           ***
## ModelRX 330                                                           ***
## ModelRX 350                                                           ***
## ModelRX 400h                                                          ***
## ModelRX 450h                                                          ***
## ModelRX-7                                                             ***
## ModelRX-8                                                             ***
## ModelS-10                                                             ***
## ModelS-10 Blazer                                                      ***
## ModelS-15                                                             ***
## ModelS-15 Jimmy                                                       ***
## ModelS-Class                                                          ***
## ModelS2000                                                               
## ModelS3                                                                  
## ModelS4                                                               .  
## ModelS40                                                                 
## ModelS5                                                               *  
## ModelS6                                                               *  
## ModelS60                                                                 
## ModelS60 Cross Country                                                .  
## ModelS7                                                               ** 
## ModelS70                                                                 
## ModelS8                                                               ***
## ModelS80                                                              *  
## ModelS90                                                              .  
## ModelSafari                                                           ***
## ModelSafari Cargo                                                     ***
## ModelSamurai                                                          ***
## ModelSanta Fe                                                            
## ModelSanta Fe Sport                                                      
## ModelSavana                                                           ***
## ModelSavana Cargo                                                     ***
## ModelSC 300                                                           ***
## ModelSC 400                                                           ***
## ModelSC 430                                                              
## ModelScoupe                                                           .  
## ModelSebring                                                             
## ModelSedona                                                              
## ModelSentra                                                           ***
## ModelSephia                                                           ** 
## ModelSequoia                                                          ***
## ModelSeville                                                          *  
## ModelShadow                                                              
## ModelShelby GT350                                                        
## ModelShelby GT500                                                        
## ModelSidekick                                                            
## ModelSienna                                                           ***
## ModelSierra 1500                                                      ***
## ModelSierra 1500 Classic                                              ***
## ModelSierra 1500 Hybrid                                               ***
## ModelSierra 1500HD                                                    ***
## ModelSierra C3                                                        *  
## ModelSierra Classic 1500                                                 
## ModelSigma                                                               
## ModelSilhouette                                                       ***
## ModelSilver Seraph                                                    ***
## ModelSilverado 1500                                                   ***
## ModelSilverado 1500 Classic                                           ***
## ModelSilverado 1500 Hybrid                                            ***
## ModelSixty Special                                                    ***
## ModelSkylark                                                             
## ModelSL-Class                                                         ***
## ModelSLC-Class                                                        ***
## ModelSLK-Class                                                        ***
## ModelSLR McLaren                                                      ***
## ModelSLS AMG                                                             
## ModelSLS AMG GT                                                          
## ModelSLS AMG GT Final Edition                                            
## ModelSLX                                                              ***
## ModelSolstice                                                         *  
## ModelSonata                                                           ***
## ModelSonata Hybrid                                                    ***
## ModelSonic                                                            ***
## ModelSonoma                                                           ***
## ModelSorento                                                          ***
## ModelSoul                                                             ***
## ModelSoul EV                                                             
## ModelSpark                                                            ***
## ModelSpark EV                                                         ***
## ModelSpectra                                                          ***
## ModelSpirit                                                              
## ModelSportage                                                            
## ModelSportvan                                                         ***
## ModelSpyder                                                              
## ModelSQ5                                                                 
## ModelSRT Viper                                                        *  
## ModelSRX                                                              ***
## ModelSS                                                               ***
## ModelSSR                                                              ***
## ModelStanza                                                           ***
## ModelStealth                                                             
## ModelStratus                                                             
## ModelSTS                                                              *  
## ModelSTS-V                                                            .  
## ModelSuburban                                                         ***
## ModelSunbird                                                          ***
## ModelSundance                                                            
## ModelSunfire                                                          ***
## ModelSuperamerica                                                        
## ModelSupersports Convertible ISR                                      *  
## ModelSupra                                                            ***
## ModelSVX                                                                 
## ModelSwift                                                            ***
## ModelSX4                                                              ***
## ModelSyclone                                                          ***
## ModelT100                                                             ***
## ModelTacoma                                                           ** 
## ModelTahoe                                                            ***
## ModelTahoe Hybrid                                                     ***
## ModelTahoe Limited/Z71                                                ***
## ModelTaurus                                                              
## ModelTaurus X                                                            
## ModeltC                                                               ***
## ModelTC                                                                  
## ModelTempo                                                            *  
## ModelTercel                                                           ***
## ModelTerrain                                                          ***
## ModelTerraza                                                          ***
## ModelThunderbird                                                         
## ModelTiburon                                                          ***
## ModelTiguan                                                              
## ModelTitan                                                               
## ModelTL                                                               ** 
## ModelTLX                                                              ***
## ModelToronado                                                            
## ModelTorrent                                                          ** 
## ModelTouareg                                                          ** 
## ModelTouareg 2                                                        *  
## ModelTown and Country                                                    
## ModelTown Car                                                         ***
## ModelTracker                                                          ***
## ModelTrailBlazer                                                      ***
## ModelTrailBlazer EXT                                                  ***
## ModelTrans Sport                                                         
## ModelTransit Connect                                                     
## ModelTransit Wagon                                                    *  
## ModelTraverse                                                         ***
## ModelTrax                                                             ***
## ModelTribeca                                                          ***
## ModelTribute                                                          ***
## ModelTribute Hybrid                                                   ***
## ModelTruck                                                            ***
## ModelTSX                                                              ***
## ModelTSX Sport Wagon                                                  ** 
## ModelTT                                                               .  
## ModelTT RS                                                            *  
## ModelTTS                                                              *  
## ModelTucson                                                           ** 
## ModelTundra                                                           ** 
## ModelTyphoon                                                          ***
## ModelUplander                                                         ***
## ModelV12 Vanquish                                                     ** 
## ModelV12 Vantage                                                         
## ModelV12 Vantage S                                                    ***
## ModelV40                                                                 
## ModelV50                                                                 
## ModelV60                                                                 
## ModelV60 Cross Country                                                *  
## ModelV70                                                                 
## ModelV8                                                                  
## ModelV8 Vantage                                                       ***
## ModelV90                                                                 
## ModelVan                                                              *  
## ModelVanagon                                                             
## ModelVandura                                                          ***
## ModelVanquish                                                         *  
## ModelVanwagon                                                            
## ModelVeloster                                                         ***
## ModelVenture                                                          ***
## ModelVenza                                                            ***
## ModelVeracruz                                                            
## ModelVerano                                                              
## ModelVerona                                                           .  
## ModelVersa                                                            ***
## ModelVersa Note                                                       ***
## ModelVeyron 16.4                                                         
## ModelVibe                                                                
## ModelVigor                                                            ***
## ModelViper                                                               
## ModelVirage                                                              
## ModelVitara                                                           *  
## ModelVoyager                                                             
## ModelWindstar                                                         ** 
## ModelWindstar Cargo                                                      
## ModelWraith                                                              
## ModelWRX                                                                 
## ModelX-90                                                             ** 
## ModelX1                                                               ** 
## ModelX3                                                               .  
## ModelX4                                                                  
## ModelX5                                                                  
## ModelX5 M                                                                
## ModelX6                                                                  
## ModelX6 M                                                                
## ModelxA                                                               .  
## ModelxB                                                                  
## ModelXC                                                                  
## ModelXC60                                                             ***
## ModelXC70                                                             ***
## ModelXC90                                                                
## ModelxD                                                                  
## ModelXG300                                                               
## ModelXG350                                                               
## ModelXL-7                                                                
## ModelXL7                                                                 
## ModelXLR                                                              ***
## ModelXLR-V                                                            ***
## ModelXT                                                               ** 
## ModelXT5                                                              ** 
## ModelXterra                                                              
## ModelXTS                                                                 
## ModelXV Crosstrek                                                        
## ModelYaris                                                               
## ModelYaris iA                                                            
## ModelYukon                                                               
## ModelYukon Denali                                                     ** 
## ModelYukon Hybrid                                                        
## ModelYukon XL                                                            
## ModelZ3                                                               ***
## ModelZ4                                                               ***
## ModelZ4 M                                                             ** 
## ModelZ8                                                               ***
## ModelZDX                                                                 
## ModelZephyr                                                              
## Year1991                                                                 
## Year1992                                                                 
## Year1993                                                                 
## Year1994                                                                 
## Year1995                                                                 
## Year1996                                                              ***
## Year1997                                                              ***
## Year1998                                                              ***
## Year1999                                                              ***
## Year2000                                                              ***
## Year2001                                                              ***
## Year2002                                                              ***
## Year2003                                                              ***
## Year2004                                                              ***
## Year2005                                                              ***
## Year2006                                                              ***
## Year2007                                                              ***
## Year2008                                                              ***
## Year2009                                                              ***
## Year2010                                                              ***
## Year2011                                                              ***
## Year2012                                                              ***
## Year2013                                                              ***
## Year2014                                                              ***
## Year2015                                                              ***
## Year2016                                                              ***
## Year2017                                                              ***
## Engine.Fuel.Typediesel                                                ** 
## Engine.Fuel.Typeelectric                                              ***
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)             
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)                
## Engine.Fuel.Typeflex-fuel (unleaded/E85)                                 
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas)                      ** 
## Engine.Fuel.Typenatural gas                                           ***
## Engine.Fuel.Typepremium unleaded (recommended)                           
## Engine.Fuel.Typepremium unleaded (required)                              
## Engine.Fuel.Typeregular unleaded                                         
## Engine.HP                                                             ***
## Engine.Cylinders                                                      ***
## Transmission.TypeAUTOMATIC                                            *  
## Transmission.TypeDIRECT_DRIVE                                            
## Transmission.TypeMANUAL                                               ***
## Transmission.TypeUNKNOWN                                              ***
## Driven_Wheelsfour wheel drive                                         ***
## Driven_Wheelsfront wheel drive                                        ***
## Driven_Wheelsrear wheel drive                                         ***
## Number.of.Doors2                                                      *  
## Number.of.Doors3                                                         
## Number.of.Doors4                                                         
## Market.CategoryCrossover,Diesel                                          
## Market.CategoryCrossover,Exotic,Luxury,High-Performance                  
## Market.CategoryCrossover,Exotic,Luxury,Performance                       
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance        ***
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance             ***
## Market.CategoryCrossover,Factory Tuner,Performance                       
## Market.CategoryCrossover,Flex Fuel                                       
## Market.CategoryCrossover,Flex Fuel,Luxury                             ** 
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance                 ** 
## Market.CategoryCrossover,Flex Fuel,Performance                        .  
## Market.CategoryCrossover,Hatchback                                       
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance          ***
## Market.CategoryCrossover,Hatchback,Luxury                                
## Market.CategoryCrossover,Hatchback,Performance                        *  
## Market.CategoryCrossover,Hybrid                                       ***
## Market.CategoryCrossover,Luxury                                       ***
## Market.CategoryCrossover,Luxury,Diesel                                ** 
## Market.CategoryCrossover,Luxury,High-Performance                      ***
## Market.CategoryCrossover,Luxury,Hybrid                                ***
## Market.CategoryCrossover,Luxury,Performance                           ***
## Market.CategoryCrossover,Luxury,Performance,Hybrid                       
## Market.CategoryCrossover,Performance                                  *  
## Market.CategoryDiesel                                                    
## Market.CategoryDiesel,Luxury                                             
## Market.CategoryExotic,Factory Tuner,High-Performance                  ***
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance              
## Market.CategoryExotic,Factory Tuner,Luxury,Performance                   
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance    
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance                  
## Market.CategoryExotic,High-Performance                                ***
## Market.CategoryExotic,Luxury                                             
## Market.CategoryExotic,Luxury,High-Performance                            
## Market.CategoryExotic,Luxury,High-Performance,Hybrid                  *  
## Market.CategoryExotic,Luxury,Performance                                 
## Market.CategoryExotic,Performance                                        
## Market.CategoryFactory Tuner,High-Performance                         ** 
## Market.CategoryFactory Tuner,Luxury                                      
## Market.CategoryFactory Tuner,Luxury,High-Performance                  *  
## Market.CategoryFactory Tuner,Luxury,Performance                          
## Market.CategoryFactory Tuner,Performance                                 
## Market.CategoryFlex Fuel                                              ** 
## Market.CategoryFlex Fuel,Diesel                                          
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance        *  
## Market.CategoryFlex Fuel,Hybrid                                       .  
## Market.CategoryFlex Fuel,Luxury                                          
## Market.CategoryFlex Fuel,Luxury,High-Performance                         
## Market.CategoryFlex Fuel,Luxury,Performance                              
## Market.CategoryFlex Fuel,Performance                                     
## Market.CategoryFlex Fuel,Performance,Hybrid                              
## Market.CategoryHatchback                                                 
## Market.CategoryHatchback,Diesel                                          
## Market.CategoryHatchback,Factory Tuner,High-Performance               ** 
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance             ***
## Market.CategoryHatchback,Factory Tuner,Performance                    .  
## Market.CategoryHatchback,Flex Fuel                                       
## Market.CategoryHatchback,Hybrid                                          
## Market.CategoryHatchback,Luxury                                       .  
## Market.CategoryHatchback,Luxury,Hybrid                                   
## Market.CategoryHatchback,Luxury,Performance                           *  
## Market.CategoryHatchback,Performance                                     
## Market.CategoryHigh-Performance                                          
## Market.CategoryHybrid                                                 ***
## Market.CategoryLuxury                                                    
## Market.CategoryLuxury,High-Performance                                   
## Market.CategoryLuxury,High-Performance,Hybrid                            
## Market.CategoryLuxury,Hybrid                                             
## Market.CategoryLuxury,Performance                                        
## Market.CategoryLuxury,Performance,Hybrid                                 
## Market.CategoryN/A                                                    .  
## Market.CategoryPerformance                                               
## Market.CategoryPerformance,Hybrid                                        
## Vehicle.SizeLarge                                                     .  
## Vehicle.SizeMidsize                                                      
## Vehicle.Style2dr SUV                                                  *  
## Vehicle.Style4dr Hatchback                                               
## Vehicle.Style4dr SUV                                                  .  
## Vehicle.StyleCargo Minivan                                               
## Vehicle.StyleCargo Van                                                   
## Vehicle.StyleConvertible                                              ***
## Vehicle.StyleConvertible SUV                                             
## Vehicle.StyleCoupe                                                    ***
## Vehicle.StyleCrew Cab Pickup                                          ***
## Vehicle.StyleExtended Cab Pickup                                      ***
## Vehicle.StylePassenger Minivan                                           
## Vehicle.StylePassenger Van                                               
## Vehicle.StyleRegular Cab Pickup                                          
## Vehicle.StyleSedan                                                       
## Vehicle.StyleWagon                                                       
## highway.MPG                                                              
## city.mpg                                                                 
## Popularity                                                               
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.08735 on 10861 degrees of freedom
## Multiple R-squared:  0.9943, Adjusted R-squared:  0.9938 
## F-statistic:  1804 on 1052 and 10861 DF,  p-value: < 2.2e-16
ols_plot_resid_fit(fullModel)

ols_plot_resid_lev(fullModel)

ols_plot_resid_qq(fullModel)

ols_plot_resid_hist(fullModel)

ols_plot_cooksd_bar(fullModel)

p <- predict(fullModel, test)
## Warning in predict.lm(fullModel, test): prediction from rank-deficient fit;
## attr(*, "non-estim") has doubtful cases
error <- (p- test$MSRP)
RMSE_Model <- sqrt(mean(error^2))

ptest <- predict(fullModel, test)
## Warning in predict.lm(fullModel, test): prediction from rank-deficient fit;
## attr(*, "non-estim") has doubtful cases
error1 <- (ptest- carData$MSRP)
## Warning in ptest - carData$MSRP: longer object length is not a multiple of
## shorter object length
RMSE_NewData <- sqrt(mean(error1^2))
Method <- c("Train/Test Split")
ModelRMSE <- c(RMSE_Model)
RMSENewData <- c(RMSE_NewData)

table1 <- data.frame(Method, ModelRMSE, RMSENewData)

kable(table1) %>% kable_styling(c("striped", "bordered")) %>%column_spec(2:3, border_left = T)
Method ModelRMSE RMSENewData
Train/Test Split 0.083641 1.592625
plot(fullModel)
## Warning: not plotting observations with leverage one:
##   605, 704, 705, 1212, 1399, 1677, 2167, 2385, 2859, 2922, 3037, 3506, 3566, 4025, 4220, 4777, 5174, 5752, 6896, 7309, 7640, 7750, 8282, 8456, 8487, 8885, 9411, 9416, 9651, 10096, 10151, 10529, 11641, 11833, 11914

## Warning in sqrt(crit * p * (1 - hh)/hh): NaNs produced
## Warning in sqrt(crit * p * (1 - hh)/hh): NaNs produced

# Set number of times you would like to repeat the sampling/testing 
iterations = 1:100
 
# the initial values for the columns (might not need these now that ive switched to building columns) 
rmseSimple = c()
rmseComplex = c()
 
 
# Start of Loop
for(i in iterations){
  # Resets sample every iteration 
  index<- sample(1:dim(carData)[1],128,replace=F)
  train<- carData[index,]
  test<- carData[-index,]
  
 
  # the model runs 
  edaModel 
  
  fullModel 
  
  
  # predictors and column building
  predictions1 <- edaModel %>% predict(test)
  
  d1 = data.frame(R2 = R2(predictions1,test$MSRP),
                  RMSE = RMSE(predictions1,test$MSRP), MAE = MAE(predictions1, test$MSRP))
  rmseSimple = c(rmseSimple,d1$RMSE)
  
  predictions2 <- fullModel %>% predict(test)
 
  d2 = data.frame(R2 = R2(predictions2,test$MSRP),
                RMSE = RMSE(predictions2,test$MSRP), MAE = MAE(predictions2, test$MSRP))
  rmseComplex = c(rmseComplex, d2$RMSE)
  
 
  # End for
}
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases

## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
# putting the dataframe together and outputting relevant statistics
Model.Average.RMSE = cbind(rmseSimple, rmseComplex)
rmsedf = as.data.frame(Model.Average.RMSE)
Means = colMeans(Model.Average.RMSE)
SDs = round(colSds(Model.Average.RMSE), 3)
range1 = max(rmsedf$rmseSimple) - min(rmsedf$rmseSimple)
range2 = max(rmsedf$rmseComplex) - min(rmsedf$rmseComplex)
rmsedf1 = melt(rmsedf,rmse = c("n", "rmse"))
## No id variables; using all as measure variables
summary(Model.Average.RMSE)
##    rmseSimple      rmseComplex     
##  Min.   :0.7363   Min.   :0.08280  
##  1st Qu.:0.7374   1st Qu.:0.08337  
##  Median :0.7380   Median :0.08344  
##  Mean   :0.7379   Mean   :0.08340  
##  3rd Qu.:0.7384   3rd Qu.:0.08348  
##  Max.   :0.7397   Max.   :0.08357
Pred1 <- data.frame(Value = predictions1, Model = "Simple")
Pred2 <- data.frame(Value = predictions2, Model = "Complex")
PredActual <- data.frame(ActualValue = test$MSRP)
PredAll <- rbind(Pred1, Pred2)
PredActual <- rbind(PredActual,PredActual)
PredAll <- cbind(PredAll, PredActual)
PredAll %>% ggplot(aes(x = Value, y = ActualValue, fill = Model)) + geom_point(aes(color = Model)) + geom_smooth(formula = y~x)+theme_minimal()
## `geom_smooth()` using method = 'gam'

# Column
rmsedf1 %>% group_by(variable) %>% summarise(mean = (mean(value))) %>% 
  ggplot(aes(x = reorder(variable, -mean), y = mean, fill = variable)) + geom_col(width = 0.75) + geom_text(aes(label = round(mean,3), vjust = -0.5)) + 
  ggtitle("Average RMSE over 100 Shuffles (Linear Models)") + xlab("Model #") + ylab("Mean RMSE")+theme_minimal()

# Boxplot
rmsedf1 %>%  ggplot(aes(x = variable, y = value)) + geom_boxplot(aes(fill = variable)) +
  ggtitle("Mean RMSE Distribution by Model") + ylab("Mean RMSE") + coord_flip() + 
  theme(axis.title.y = element_blank(), axis.text.y = element_blank(), axis.ticks.y = element_blank())

# Histogram
rmsedf1 %>%  ggplot(aes(x = value)) + geom_histogram(aes(fill = variable)) +
  ggtitle("Mean RMSE Distribution by Model") + xlab("Mean RMSE") + 
  theme(axis.title.y = element_blank(), axis.text.y = element_blank(), axis.ticks.y = element_blank())
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

# Here we can see there is no significant difference between the models in terms of RMSE
t.test(rmseSimple,rmseComplex, var.equal = FALSE)
## 
##  Welch Two Sample t-test
## 
## data:  rmseSimple and rmseComplex
## t = 9422.3, df = 104.45, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  0.6543729 0.6546484
## sample estimates:
##  mean of x  mean of y 
## 0.73791434 0.08340368
#Objective 2
trctrl <- trainControl(method = "repeatedcv", number = 10, repeats = 3)
set.seed(3333)
knn_fit <- train(MSRP ~., data = train[,c(5,6,13,14,15,16)], method = "knn",
 trControl=trctrl,
 preProcess = c("center", "scale"),
 tuneLength = 10)

(knn_fit)
## k-Nearest Neighbors 
## 
## 128 samples
##   5 predictor
## 
## Pre-processing: centered (5), scaled (5) 
## Resampling: Cross-Validated (10 fold, repeated 3 times) 
## Summary of sample sizes: 116, 115, 115, 115, 116, 113, ... 
## Resampling results across tuning parameters:
## 
##   k   RMSE       Rsquared   MAE      
##    5  0.7823558  0.5133256  0.5344408
##    7  0.8031724  0.4923234  0.5556200
##    9  0.8177906  0.4714715  0.5630981
##   11  0.8265562  0.4630855  0.5634375
##   13  0.8070979  0.4919453  0.5570462
##   15  0.8108239  0.4833868  0.5628702
##   17  0.8063456  0.4995112  0.5595465
##   19  0.8155012  0.4910722  0.5646743
##   21  0.8130555  0.5016661  0.5639278
##   23  0.8075049  0.5203879  0.5646132
## 
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was k = 5.
test_pred <- predict(knn_fit, newdata = test)
test_pred
##     [1] 10.639411 10.598519 10.598519  9.394140  9.394140  9.394140 10.598519
##     [8] 10.598519  9.394140 10.598519  9.496102 10.598519  9.496102  9.496102
##    [15] 10.549407 10.639411  9.233758  9.233758  9.390782  9.233758  9.262984
##    [22]  9.233758  9.390782  9.233758  9.233758  9.262984  9.262984  9.262984
##    [29]  9.262984  9.262984  9.262984 10.146790 10.146790 10.146790  9.350848
##    [36]  9.096492  9.096492  9.350848  9.350848  9.096492 10.359017 10.359017
##    [43] 10.639411 10.359017 10.359017 10.639411 10.359017 10.639411 10.639411
##    [50] 10.639411 10.639411 10.639411 10.359017 10.359017 10.359017 10.359017
##    [57]  9.178032  8.923924  8.136774  9.262984  9.262984  9.178032 10.203695
##    [64] 10.203695 10.203695 10.203695 10.682906 10.203695 10.203695 10.682906
##    [71] 10.682906 10.203695 10.203695 10.203695 10.203695 10.639133 10.639133
##    [78] 10.203695 10.203695 10.203695 10.639133 10.203695 10.203695  9.825691
##    [85]  9.825691 10.118705 10.118705  9.825691  9.825691  9.825691  9.825691
##    [92]  9.504664  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868
##    [99]  9.045868  9.045868  9.350848  8.948682  9.350848  9.350848  9.350848
##   [106]  9.350848  9.350848  9.350848  9.496305  9.496305  9.496305  9.496305
##   [113]  9.496305  9.496305  9.496305  9.496305  9.496305  9.496305  9.496305
##   [120]  9.496305 10.608102 10.519467 10.519467 10.359017 10.608102 10.639411
##   [127] 10.359017 10.519467 10.695582 10.359017 10.645349  9.884221 10.519467
##   [134] 10.519467 10.359017 10.608102  9.797573 10.359017  9.797573 10.125366
##   [141]  9.917288 10.636891  9.884221 10.359017 10.359017 10.359017 10.359017
##   [148] 10.125366 10.359017  9.917288 10.636891 10.359017 10.359017 10.359017
##   [155] 10.359017  9.917288 10.359017  9.884221 10.608102 10.693159  9.917288
##   [162]  9.264747  9.129973  9.280694  9.129973  9.597516  9.259516  9.264747
##   [169] 10.251405 10.287051  8.965049  8.922706 10.257682 10.251405  9.264747
##   [176]  9.129973 10.251405  9.259516 10.089153  9.597516  9.628336  9.264747
##   [183] 10.287051  8.965049 10.251405 10.287051 10.089153  9.264747 10.203585
##   [190] 10.257682 10.440416  9.602474 10.515482 10.515482  9.602474 10.440416
##   [197] 10.440416 10.515482  9.602474 10.639133 10.617597 10.617597 10.617597
##   [204] 10.617597 10.639133 10.639133 10.639133 10.617597 10.639133 10.617597
##   [211] 10.639133 10.639133 10.617597 10.617597 10.617597 10.617597 10.639133
##   [218] 10.639133 10.639133 10.639133 10.639133 10.617597 10.617597 10.639133
##   [225] 10.617597 10.617597 10.639133 10.617597 10.446567 10.446567 10.493554
##   [232] 10.493554 10.493554 10.493554 10.164293 10.164293 10.298790 10.164293
##   [239] 10.298790 10.230804 10.230804 10.230804 10.298790 10.230804 10.230804
##   [246] 10.230804  9.108488  9.108488  9.108488  8.604184  9.108488  9.564169
##   [253]  9.564169  9.564169  9.564169 10.332402 10.332402 10.453990 10.453990
##   [260] 10.574770 10.574770 10.453990 10.453990 10.574770 10.453990 10.453990
##   [267] 10.574770 10.574770 10.332402 10.453990 10.453990 10.332402 10.453990
##   [274] 10.332402 10.453990 10.574770 10.453990 10.574770 10.574770 10.574770
##   [281] 10.453990 10.574770 10.332402 10.453990 10.453990 10.332402 10.332402
##   [288] 10.453990 10.332402 10.635721 10.635721 10.635721 10.635721 10.635721
##   [295] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##   [302] 10.635721 10.554006 10.528054 10.554006 10.554006 10.554006 10.554006
##   [309] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
##   [316] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
##   [323] 10.554006 10.554006 10.554006 10.528054 10.554006 10.554006 10.554006
##   [330] 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006
##   [337] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
##   [344] 10.528054 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006
##   [351] 10.554006 10.554006 10.146790  9.991203  9.940631  9.940631  9.940631
##   [358] 10.146790 10.099154  9.991203 10.216036  9.940631  9.940631  9.940631
##   [365]  9.940631  9.940631  9.940631  9.940631 10.216036  9.940631  9.940631
##   [372] 10.099154  9.940631  9.940631  9.940631  9.940631 10.099154  9.940631
##   [379]  9.940631  9.940631  9.940631  9.940631 10.099154 10.146790  9.940631
##   [386]  9.940631  9.940631  9.940631  9.991203  9.940631 10.216036  9.991203
##   [393] 10.034316 10.001070 10.198811 10.146790 10.034316 10.216036 10.161170
##   [400] 10.001070 10.216036 10.034316 10.034316 10.161170 10.001070 10.519467
##   [407] 10.359017 10.359017 10.519467 10.645349 10.608102 10.359017 10.608102
##   [414] 10.608102 10.359017 10.693159 10.608102 10.359017 10.359017 10.608102
##   [421] 10.645349 10.519467 10.519467 10.359017 10.608102 10.519467 10.519467
##   [428] 10.359017 10.608102 10.359017 10.359017 10.519467 10.359017 10.359017
##   [435] 10.608102 10.359017 10.608102 10.359017 10.608102 10.608102 10.359017
##   [442] 10.519467 10.608102 10.359017 10.359017 10.639411 10.639411 10.693159
##   [449] 10.103151 10.260515 10.755038 10.260515  9.813991  9.813991 11.084292
##   [456] 11.084292 11.084292 11.084292 11.084292 11.084292 10.967476 10.967476
##   [463] 10.967476 11.641097 10.967476 10.967476 10.967476 11.641097 10.210838
##   [470] 10.210838 10.210838 10.210838 10.210838 10.293240 10.293240 10.262700
##   [477] 10.262700 10.262700 10.262700 10.293240 10.262700 10.205227 10.205227
##   [484] 10.205227 10.262700 10.262700 10.205227 10.262700 10.205227 10.205227
##   [491] 10.262700 10.205227 10.205227 10.205227 10.262700 10.205227 10.205227
##   [498] 10.205227 10.262700 10.598519 11.083938 10.598519 11.083938 10.598519
##   [505] 11.083938 10.598519 10.598519 10.598519 11.083938 11.083938 10.608102
##   [512] 10.509705 10.519467 10.509705 10.359017 10.608102 10.509705 10.608102
##   [519] 10.608102 10.359017 11.083938 11.083938 10.509705 10.654785 10.260515
##   [526] 10.654785 10.654785 10.260515 10.640385 10.759992 10.260515 10.141261
##   [533] 10.141261 10.141261 10.000609  9.906075  9.496305  9.496305  9.496305
##   [540] 10.000609  9.906075  9.496305  9.906075  9.906075  9.906075 10.000609
##   [547]  9.906075  9.906075  9.906075 10.000609  9.906075  9.906075  9.906075
##   [554]  9.496305  9.906075  9.906075 10.000609  9.496305  9.496305  9.496305
##   [561] 10.000609  9.496305 10.161170 10.161170 10.150720 10.161170 10.161170
##   [568] 10.161170 10.161170 10.150720 10.161170 10.161170 10.150720 10.150720
##   [575] 10.150720  9.742882 10.150720  9.742882 10.150720 10.150720  9.742882
##   [582] 10.185899 10.150720  9.742882  9.694474 10.150720  9.694474  9.694474
##   [589] 10.150720 10.161170 11.084292 11.084292  9.834741  9.834741  9.834741
##   [596]  9.834741 11.522701 11.084292 11.084292 11.084292 11.084292 11.084292
##   [603] 11.084292 11.954825 11.987095 11.954825 11.954825 11.987095 11.954825
##   [610] 11.987095 11.127381 11.127381 11.127381 11.127381 11.749801  9.495234
##   [617]  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234
##   [624]  9.495234  9.495234  9.495234 11.083938 10.639411 10.608102 11.083938
##   [631] 11.083938 10.639411 11.083938 10.608102 11.083938 10.598519 11.083938
##   [638] 10.639411 11.083938 10.639411 10.639411 10.693159 11.083938 10.608102
##   [645] 11.083938 11.083938 10.639411 10.608102 11.083938 11.083938 10.639411
##   [652] 10.608102 11.083938 11.083938 10.608102 11.083938 10.598519 10.639411
##   [659] 10.598519 11.083938 11.083938 11.084292 11.084292 11.084292 11.084292
##   [666]  9.096492  8.411299  9.096492  9.096492  9.096492  9.096492  9.096492
##   [673]  8.880954 11.084292 11.084292 11.084292  9.551894  9.551894  9.022598
##   [680]  9.463396  9.551894  9.551894  9.022598  9.551894  9.022598  9.551894
##   [687] 11.954825 11.954825 11.987095 11.954825 11.987095 11.987095 11.954825
##   [694] 11.755561 11.755561 10.086812 10.086812 10.146790 10.146790  9.991203
##   [701] 10.086812 10.086812 10.146790 10.086812 10.146790 10.216036 10.235568
##   [708] 10.235568 10.216036 10.216036 11.532335 10.639411 11.083938 11.083938
##   [715] 10.598519 10.639411 11.083938 11.083938 10.647773 11.083938 10.639411
##   [722] 11.083938 11.083938 11.083938 10.598519 10.639411 10.362881 10.583823
##   [729]  9.350848  9.865561  9.350848  9.350848  9.350848  9.055164  8.551825
##   [736]  9.055164  8.948682  8.551825  9.055164  8.948682  8.551825  9.350848
##   [743]  9.350848  9.350848  8.586704  8.551825  8.551825  8.551825  8.586704
##   [750] 10.923779 10.939706 11.143877 10.939706 10.535695 10.939706 10.535695
##   [757]  9.065224  8.136774  8.136774  8.136774  8.136774  8.136774  9.897146
##   [764]  9.527665  9.877498  9.527665  9.527665  9.897146  9.527665  9.877498
##   [771]  9.897146  9.897146  9.527665  9.897146  9.877498  9.527665  9.877498
##   [778]  9.897146  9.527665  9.527665  9.527665  9.527665  9.877498  9.897146
##   [785]  9.877498  9.544689  9.544689  9.897146 10.286340 10.072897  9.124435
##   [792]  9.395667  9.124435  9.463396 10.344990 10.344990 10.344990  9.796210
##   [799] 10.344990 10.344990  9.231210  9.231210  9.231210  9.796210  9.807021
##   [806]  9.292308  9.292308  9.796210  9.807021  9.292308 10.344990  9.231210
##   [813]  8.585509 10.500886  9.093633 10.500886  9.292308  9.093633 10.500886
##   [820]  9.292308  9.093633  9.199551  9.199551  9.093633  8.585509  9.093633
##   [827]  8.585509 10.307617 10.307617  9.807021  8.585509  9.031970  9.199551
##   [834]  8.585509  9.031970 10.307617  8.585509  8.585509  9.807021 10.307617
##   [841]  9.093633  9.199551  8.585509  9.093633 10.502573 10.549696 10.502573
##   [848] 10.549696 10.496187  9.262012  9.262012  9.262012  9.262012  9.262012
##   [855]  9.262012 10.595111 10.344990 10.578038  9.231210 10.578038 10.444491
##   [862] 10.948823 10.948823 10.444491 10.821751 10.821751 10.444491 10.952518
##   [869]  9.124435 10.309712  9.463396  9.463396 10.309712  9.463396  9.093633
##   [876]  9.463396  9.463396  9.124435  9.463396  9.055164  9.395667  9.628336
##   [883]  9.463396  9.628336  9.395667  9.395667  9.463396  9.628336  9.395667
##   [890]  9.395667  9.463396  9.463396  9.463396  9.463396  9.628336  9.395667
##   [897]  9.463396  9.463396  9.055164  9.463396  9.055164  9.390782  9.233758
##   [904]  9.262984  9.233758  9.233758  9.245477  9.233758  9.233758 10.880395
##   [911] 10.929241 10.929241 10.929241 10.929241 11.553549 10.520834 11.553549
##   [918] 10.880395 10.880395 10.929241 11.553549 11.553549 10.895023 10.929241
##   [925] 10.929241 10.929241 10.527285 10.929241 10.520834 10.929241 10.929241
##   [932] 10.929241 10.880395 10.929241 10.929241 10.880395 11.553549 10.520834
##   [939] 10.527285 10.929241 10.929241 10.880395 11.553549 10.880395 10.929241
##   [946] 10.880395 10.929241 10.929241 10.880395 11.553549 11.553549 10.895023
##   [953] 11.378029 11.350998 10.801975 11.469284 11.025179 11.025179 11.025179
##   [960] 10.844746 10.844746 11.350998 11.469284 10.844746 11.025179 10.844746
##   [967] 10.635721 10.635721 10.635721 10.192350 10.192350 10.192350  9.350848
##   [974]  9.350848  9.021480  9.350848  9.350848  9.021480  8.948682  8.948682
##   [981]  9.021480  9.021480  9.021480  9.055164  9.021480  8.948682  9.584793
##   [988]  9.584793  9.584793  9.584793  9.281068  9.281068  9.602728  9.602728
##   [995]  9.602728  9.602728  9.584793  9.584793  9.584793  9.584793  9.584793
##  [1002]  9.584793  9.810726  9.810726 10.282997 10.035476 10.216981 10.282997
##  [1009] 10.035476 10.282997  9.810726 10.282997 10.216981 10.035476 10.282997
##  [1016] 10.282997 10.216981 10.282997 10.282997 10.282997  9.810726 10.282997
##  [1023] 10.035476 10.035476 10.216981 10.035476 10.282997  9.810726 10.216981
##  [1030]  9.810726 10.282997 10.282997 10.216981 10.216981 10.035476 10.282997
##  [1037]  9.810726 10.035476 10.035476 10.035476 10.035476 10.035476 10.216981
##  [1044] 10.216981 10.216981 10.035476 10.035476 10.035476 10.035476 10.385904
##  [1051] 10.385904 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997
##  [1058] 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997
##  [1065] 10.282997 10.282997 10.381203  9.972704 10.282997 10.282997 10.381203
##  [1072] 10.381203 10.282997  9.972704  9.972704 10.282997 10.282997 10.282997
##  [1079] 10.385904 10.385904 10.282997 10.282997 10.282997  8.675700  9.114899
##  [1086] 10.290857 10.385904 10.216981 10.493575 10.216981 10.493575 10.385904
##  [1093] 10.290857 10.282997 10.311957 10.311957 10.290857 10.556903 10.556903
##  [1100] 10.290857 10.282997 10.282997 10.830125 10.830125 10.556903 10.282997
##  [1107] 10.139238 10.282997 10.493575 10.493575 10.290857 10.290857 10.290857
##  [1114] 10.556903 10.413670 10.556903 10.556903 10.556903 10.413670 11.618123
##  [1121] 11.153729 10.624876 11.153729 10.556903 10.500886 10.500886 10.560580
##  [1128] 10.549696 10.560580 10.549696 10.549696 10.542844 10.549696 10.549696
##  [1135] 10.560580 10.500886 10.500886 10.500886 10.500886 10.500886 10.500886
##  [1142] 10.500886 10.500886 10.500886 10.500886 10.500886  9.607782 10.591369
##  [1149]  9.607782  9.607782  9.563288 10.591369  9.563288  9.607782 10.591369
##  [1156] 10.591369 10.591369  9.839324  9.839324  9.839324  9.839324  9.839324
##  [1163]  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324
##  [1170]  9.839324  9.839324  9.839324  9.839324  9.839324  8.411299  9.350848
##  [1177]  9.350848 10.402837 10.402837 10.505124 10.505124 10.505124 10.505124
##  [1184] 10.505124 10.467467 10.467467 10.505124 10.141261 10.141261 10.141261
##  [1191] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.505124
##  [1198] 10.505003 10.455891  9.884306  9.854467  9.920622  9.884306 10.505124
##  [1205]  9.854467  9.884306  9.854467  9.920622  9.854467 10.505003 10.455891
##  [1212]  9.884306  9.920622 10.505003  9.854467  9.884306  9.920622 10.505003
##  [1219]  9.865827  9.854467  9.854467 10.505003  9.865827 10.505003  9.854467
##  [1226]  9.854467 10.048529  9.865827  9.854467 10.048529  9.865827 10.048529
##  [1233]  9.854467  9.854467 10.048529  9.854467  9.865827 10.505124 10.455891
##  [1240] 10.455891 10.048529 10.455891  9.865827  9.881993 10.072897  9.854467
##  [1247] 10.072897 10.505003 10.072897 10.505003  9.881993  9.920622  9.920622
##  [1254]  9.920622 10.455891 10.505003 10.455891 10.505124  9.854467  9.854467
##  [1261] 10.072897  9.854467  9.920622 10.455891  9.854467  9.920622  9.920622
##  [1268]  9.881993 10.072897 10.072897  9.854467  8.411299  8.411299  8.926012
##  [1275]  8.926012  9.096492 10.639411 10.639411 10.639411 10.639411 10.639411
##  [1282] 10.639411 11.169652 11.169652  9.395667  9.495234  9.495234  9.495234
##  [1289]  9.495234  9.395667  9.495234  9.395667  9.495234  9.495234  9.395667
##  [1296]  9.395667  9.495234  9.395667  9.395667  9.495234  9.495234  9.495234
##  [1303]  9.395667  9.495234  9.495234  9.395667  9.395667  9.495234  9.495234
##  [1310]  9.495234  9.495234  9.395667  9.395667  9.495234  9.495234 10.471667
##  [1317]  9.941878 10.412186  9.941878 10.412186 10.412186 10.412186 10.471667
##  [1324] 10.412186 10.471667 10.412186 10.471667  9.191193  9.191193  8.411299
##  [1331]  9.191193  8.411299  8.411299  8.411299  9.191193  9.191193  8.411299
##  [1338]  9.191193  8.411299  9.191193  9.191193  8.411299  8.411299  9.191193
##  [1345]  8.514475  9.191193  8.514475  8.514475  8.514475  9.191193  9.191193
##  [1352]  9.733266  9.733266 10.759992  9.757871  9.757871 10.635721  9.757871
##  [1359]  9.757871  9.757871 10.635721  9.757871  9.741330  9.741330  9.741330
##  [1366] 10.385904 10.385904 10.385904 10.385904 10.385904 11.101660 11.101660
##  [1373] 11.101660 11.101660 11.101660 11.101660 11.101660 11.101660 11.101660
##  [1380] 11.101660 11.101660 11.101660 10.776273  9.980502  9.977529  9.867513
##  [1387]  9.839324  9.839324 10.530072  9.839324 10.530072 10.530072 10.530072
##  [1394]  9.839324 10.530072 10.530072  9.839324  9.839324  9.839324  9.839324
##  [1401]  9.839324 10.530072 10.530072  9.839324  9.839324 10.530072  9.839324
##  [1408] 10.530072  9.865827  9.839324 10.321388 10.321388 10.321388 11.608415
##  [1415] 11.608415 11.608415 10.635721 10.635721 10.635721 10.635721 10.635721
##  [1422] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [1429] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [1436] 10.635721 10.821751 11.016041 10.821751 10.821751 11.016041 10.821751
##  [1443] 10.821751 10.821751 10.821751 10.821751  9.875371  9.834741 10.759992
##  [1450] 10.218516 11.293370 10.640385 10.759992  9.993545  9.993545  9.993545
##  [1457]  9.993545  9.993545  9.993545  9.993545  9.103426  8.642160  8.642160
##  [1464]  9.103426  9.103426  8.642160  8.858235  9.103426  8.858235  9.103426
##  [1471]  9.103426  8.858235 10.594604 10.527285 10.285461 10.320484 10.320484
##  [1478] 10.527285 10.594604 10.285461 10.320484 10.527285 10.594604 10.285461
##  [1485] 10.285461 10.320484 10.285461 10.285461 10.643826 10.285461 10.285461
##  [1492] 10.643826 10.285461 10.594604 10.285461 10.594604 10.285461 10.594604
##  [1499] 10.285461 10.643826 10.285461 10.285461 10.285461 10.643826 10.285461
##  [1506] 10.643826 10.594604 11.110216 11.110216 11.285010 11.285010 10.238716
##  [1513] 10.285461 10.169220 10.285461 10.594604 10.594604 10.238716 10.238716
##  [1520] 10.594604 10.527285 10.527285 10.238716 10.285461 10.285461 10.169220
##  [1527] 10.527285 10.643826 10.285461 10.643826 10.285461 10.594604 10.285461
##  [1534] 10.285461 10.643826 10.169220 10.285461 10.594604 10.169220 10.285461
##  [1541] 10.285461 10.285461 10.594604 10.643826 10.285461 10.643826 10.594604
##  [1548] 10.285461 10.285461 10.285461 10.755038  9.794398  9.734463 10.716198
##  [1555] 10.716198 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969
##  [1562] 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969
##  [1569] 10.761969 10.761969 10.141261 10.141261 10.141261 10.141261 10.141261
##  [1576] 10.141261 10.141261 10.141261 10.455891 10.455891 10.455891 10.455891
##  [1583] 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891
##  [1590] 10.455891 10.455891 10.455891 10.455891 10.492555 10.118705 10.492555
##  [1597] 10.118705 10.492555 10.118705 10.118705 10.118705 10.492555 10.118705
##  [1604] 11.886833 11.886833 11.886833 11.886833 11.886833 11.886833 11.886833
##  [1611] 11.886833 11.886833 11.886833 11.886833 11.886833  9.825691  9.825691
##  [1618]  9.825691  9.825691  9.825691  9.825691  9.825691  9.825691  9.825691
##  [1625]  9.825691  9.825691  9.825691  9.825691  9.825691  9.825691  9.825691
##  [1632]  9.825691  9.825691 10.197399 10.197399 10.197399 10.197399 10.276841
##  [1639] 10.197399 10.197399 10.276841 10.197399 10.260515  9.045868  9.045868
##  [1646]  9.045868  9.045868 10.612518 10.612518 10.612518 10.612518 10.612518
##  [1653] 10.612518  9.705222  9.678067  9.705222  9.678067  9.705222  9.678067
##  [1660] 11.016041 10.821751 10.821751 10.821751 10.141261 10.141261 10.141261
##  [1667]  9.463396  9.054246  9.129973  9.129973  9.463396  9.129973  9.463396
##  [1674]  9.129973  9.129973  9.463396  9.054246  9.054246  9.463396  9.054246
##  [1681]  9.129973  9.463396  9.129973  9.129973  9.129973  9.129973  9.129973
##  [1688]  9.463396  9.129973  9.129973  9.463396  9.129973  9.463396  9.463396
##  [1695]  9.463396  9.129973  9.129973  9.129973  9.054246  9.463396  9.129973
##  [1702]  9.129973  9.054246  9.054246  9.129973  9.129973  9.597516  9.129973
##  [1709]  9.865561  9.129973  9.129973 10.172765  9.597516 10.172765  9.865561
##  [1716]  9.865561 10.172765  9.129973  9.129973  9.129973  9.463396  9.463396
##  [1723]  9.054246 10.166488  9.129973  9.395667 10.172765  9.395667  9.129973
##  [1730] 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491
##  [1737] 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491
##  [1744] 10.444491 10.444491 10.444491 10.444491 10.384555 10.384555 10.384555
##  [1751] 10.384555 10.384555 10.384555 10.384555 10.384555 10.384555 10.384555
##  [1758] 10.384555  9.463396  9.124435  9.066538  9.463396  9.066538  9.463396
##  [1765]  9.124435  9.066538  9.066538  9.463396  9.124435  9.865561  9.066538
##  [1772]  9.066538  9.463396 10.119869 10.307617 10.307617  9.495234  9.914596
##  [1779] 10.344990 10.119869 10.119869 10.307617 10.344990 10.119869  9.914596
##  [1786] 10.344990 10.119869 10.307617 10.119869 10.344990  9.914596 10.307617
##  [1793]  9.495234 10.344990 10.344990  9.495234  9.914596 10.119869  9.495234
##  [1800] 10.307617  9.495234  9.495234  9.914596  9.940631 10.307617 10.344990
##  [1807]  9.940631 10.307617 10.119869 10.307617 10.119869 10.119869 10.119869
##  [1814] 10.344990  9.940631  9.940631 10.307617 10.344990 10.307617 10.344990
##  [1821]  9.940631  9.940631 10.344990 10.119869 10.119869 10.119869 10.119869
##  [1828] 10.119869 10.307617 10.344990 10.307617  9.940631 10.344990  9.940631
##  [1835] 10.307617 10.344990 10.119869 10.307617 10.307617 10.344990 10.119869
##  [1842] 10.344990 10.344990 10.185899 10.344990 10.344990 10.185899 10.344990
##  [1849] 10.185899 10.185899 10.344990 10.344990 10.344990 10.344990 10.185899
##  [1856] 10.344990 10.344990 10.344990 10.185899 10.344990 10.185899 10.185899
##  [1863]  9.940631 10.344990 10.161170 10.161170 10.161170 10.344990 10.161170
##  [1870] 10.344990 10.344990 10.161170 10.161170 10.161170 10.344990 10.344990
##  [1877] 10.344990 10.161170 10.344990  9.940631 10.344990 10.344990 10.161170
##  [1884] 10.344990 10.161170  9.940631 10.161170  9.940631 10.344990 10.161170
##  [1891] 10.161170  9.940631 10.161170  9.940631 10.161170 10.344990 10.161170
##  [1898] 10.344990 10.344990 10.344990 10.344990 10.344990 10.161170  9.940631
##  [1905] 10.344990 10.344990 10.161170 10.161170  9.940631 10.161170 10.161170
##  [1912] 10.344990 10.348273 10.185899 10.185899 10.185899 10.173558 10.348273
##  [1919] 10.185899 10.344990 10.344990 10.185899 10.348273 10.185899 10.245107
##  [1926] 10.348273 10.173558 10.185899 10.344990 10.245107 10.161170 10.161170
##  [1933] 10.245107 10.161170 10.307617 10.161170 10.161170  8.973070  9.138695
##  [1940]  9.571048  9.553461  9.571048  9.553461 10.761969 10.761969 10.761969
##  [1947] 10.761969 10.761969 10.761969 10.260515  9.103426  8.642160  9.103426
##  [1954]  8.858235  9.103426  9.103426  8.858235  8.642160  9.103426  9.103426
##  [1961]  8.858235  9.103426  9.103426  8.642160 10.141261 10.141261  9.191193
##  [1968]  9.191193 10.491562  9.191193 10.697566  9.191193 10.697566  9.191193
##  [1975]  9.191193 10.891325 10.205227 10.262700 10.761969 10.891325 10.761969
##  [1982] 10.761969 10.531885 10.487301 10.520834 10.531885 10.487301 10.520834
##  [1989] 10.531885 10.487301 10.384555 10.384555 10.384555 10.384555 10.384555
##  [1996] 10.384555 10.384555  9.559062  9.559062  9.559062  9.559062  9.637119
##  [2003] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [2010] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [2017] 10.412186 10.412186 10.412186 11.159627 11.650840  9.258571  9.258571
##  [2024]  9.300271  9.300271 10.307617 10.210838 10.307617 10.307617 10.307617
##  [2031] 10.307617 10.210838 10.307617 10.210838  9.796210  9.796210  9.796210
##  [2038] 10.344990 10.666364 10.345947 11.590693 10.178965 10.617597 10.344990
##  [2045] 10.617597 10.178965 11.522701 10.178965 11.522701 10.307617 10.344990
##  [2052] 10.818518 10.178965 10.344990 11.522701 11.522701 10.178965 10.178965
##  [2059] 10.344990 10.178965 10.178965 10.818518 11.522701 11.522701 10.178965
##  [2066] 10.344990 10.344990 10.344990 11.522701 10.344990 10.344990 11.522701
##  [2073] 10.344990 10.344990 10.247823 10.247823 10.247823 10.247823 10.247823
##  [2080] 10.247823  9.796210  9.796210  9.796210  9.796210  9.796210  9.796210
##  [2087] 10.444491 10.449414 10.500886 11.172403 11.172403 11.172403  9.920113
##  [2094]  9.878294  9.920113 10.938787 10.938787 10.938787  9.262984  9.262984
##  [2101]  8.861873  8.861873  8.861873  8.861873  9.350848  9.350848  8.880954
##  [2108]  8.880954  8.880954  9.350848  8.880954  9.350848  9.350848  8.880954
##  [2115]  9.350848  9.350848  8.880954  8.880954  8.880954  9.350848 10.577425
##  [2122] 10.577425 10.577425 10.577425 10.577425 10.546015 10.546015 10.546015
##  [2129] 10.131847 10.128564 10.131847 10.118705 10.118705 10.131847 10.131847
##  [2136] 10.128564 10.118705 10.118705 10.072897 10.128564 10.072897 10.072897
##  [2143] 10.072897 10.118705 11.153729 10.635721 10.776164 10.776164 10.547888
##  [2150] 10.547888 11.723291 11.372145 11.372145 11.372145 11.372145 10.547888
##  [2157] 10.547888 11.490431 10.547888 10.643826 11.723291 11.458121 10.285461
##  [2164] 11.458121 10.285461 10.285461 10.285461 11.458121 11.458121 11.458121
##  [2171] 11.458121 10.320484 10.285461 11.458121 11.458121 10.320484 10.285461
##  [2178] 10.320484 11.690980 10.320484 11.690980 10.141261 10.141261 10.141261
##  [2185] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.118705
##  [2192] 10.255228 10.321079 10.255228 10.118705 10.321079 10.118705 10.118705
##  [2199] 10.321079 10.118705 10.118705 10.191973 10.128564 10.128564 10.321079
##  [2206] 10.128564 10.321079 10.191973 10.321079 10.118705 10.191973 10.128564
##  [2213] 10.118705 10.321079 10.321079 10.191973 10.128564 10.321079 10.128564
##  [2220] 10.191973 10.118705  9.909817  9.909817 10.455891 10.455891  9.909817
##  [2227]  9.909817  9.909817  9.909817  9.909817  9.909817  9.909817 10.455891
##  [2234] 10.455891 10.072897 10.072897 10.072897 10.455891 10.455891 10.072897
##  [2241]  9.463396  9.055164  9.463396 10.384555 10.384555  9.463396  9.463396
##  [2248] 10.491562 10.384555  9.463396  9.055164 10.491562  9.055164 10.491562
##  [2255]  9.607782  9.463396 10.530533  9.463396  9.607782  9.463396 10.610400
##  [2262]  9.607782  9.607782  9.463396 10.530533  9.607782 10.530533 10.610400
##  [2269]  9.463396 10.610400 10.530533 10.610400 10.530533 10.530533 10.530533
##  [2276] 10.530533 10.610400  9.463396  9.463396 10.610400  9.607782  9.607782
##  [2283]  9.463396 10.610400  9.463396 10.610400 10.530533  9.607782 10.534738
##  [2290] 10.385514 10.385514 10.385514 10.534738 10.627504 10.385514 10.099348
##  [2297] 10.099348 10.099348 10.099348 10.099348 10.099348 10.099348 10.099348
##  [2304] 10.099348 10.099348 10.099348 10.099348  9.045868 10.095134 10.095134
##  [2311] 10.095134  9.045868 10.095134  9.218672  9.218672  9.045868 11.749801
##  [2318] 11.749801  9.031970  9.031970  9.031970  9.031970  9.031970 10.056003
##  [2325] 10.056003 10.056003  9.267318  9.646818  9.646818  9.646818  9.646818
##  [2332]  9.646818  9.646818 10.144598 10.144598 10.144598 10.144598 10.144598
##  [2339] 10.144598 10.144598 10.144598 10.144598 10.144598 10.144598 10.144598
##  [2346] 10.144598 10.144598 10.929241 11.458121 10.321079 11.040078 10.929241
##  [2353] 11.458121 10.453990 11.572997 10.321079 11.458121 10.453990 11.040078
##  [2360] 11.572997 10.929241 10.462368 10.487301 10.531885 10.531885 10.520834
##  [2367] 10.487301 10.531885 10.520834 10.487301 10.344990 10.344990 10.344990
##  [2374] 10.493554 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [2381] 10.344990 10.344990 10.344990 10.344990 10.344990 10.493554 10.344990
##  [2388] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [2395] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [2402] 10.344990  9.553461  9.331528  9.854367 10.118705  9.562213 10.104150
##  [2409] 10.104150 10.118705 10.118705 10.118705  9.854367 10.104150  9.854367
##  [2416] 10.118705 10.104150 10.118705 10.118705  9.854367  9.191193  9.191193
##  [2423] 10.891325 11.458121 10.891325 11.458121 10.531885 10.891325 11.605267
##  [2430] 11.458121 10.891325 10.531885 10.891325 11.458121 10.531885 11.458121
##  [2437] 10.891325 10.891325 10.531885 11.690980 11.458121 10.891325 10.891325
##  [2444] 11.458121 11.458121 10.891325 11.690980 10.891325 10.531885 10.891325
##  [2451] 11.458121 10.531885 11.458121 10.891325 10.891325 11.458121 11.458121
##  [2458] 11.605267 11.293370 10.487301 11.293370 10.536432 10.536432 10.487301
##  [2465] 10.487301 11.605267 10.487301 11.458121 11.458121 11.293370 10.487301
##  [2472] 11.293370 10.487301 10.492555 11.293370 11.458121 11.605267 10.536432
##  [2479] 10.492555 11.293370 11.458121 10.536432 11.458121  8.858235  8.858235
##  [2486]  8.858235  8.858235  8.858235  8.858235  8.642160  8.642160  8.642160
##  [2493]  9.153083  8.411299  9.096492  9.015484  9.015484  9.004249  9.648536
##  [2500]  9.648536  9.648536  9.648536  9.648536  9.648536  9.985528  9.404773
##  [2507]  9.799427  9.404773  9.799427  9.985528  9.841347  9.841477  9.542893
##  [2514]  9.788405  9.542893  9.854467  9.542893  9.787836  9.854467  9.797573
##  [2521]  9.810726  9.797573 10.242870 10.141261  9.851574 10.242870  9.797573
##  [2528] 10.141261 10.242870  9.797573 10.242870  9.657272 10.141261 10.141261
##  [2535]  9.797573  9.797573  9.797573  9.851574  9.851574 10.242870  9.657272
##  [2542]  9.797573 10.242870  9.797573  9.810726  9.810726  9.810726  9.810726
##  [2549]  9.839324  9.810726  9.810726  9.810726  9.810726  9.810726  9.786718
##  [2556]  9.810726  9.810726  9.810726  9.810726  9.810726  9.810726  9.797573
##  [2563]  9.797573  9.810726  9.810726  9.810726  9.855643  9.810726  9.810726
##  [2570]  9.810726  9.810726  9.810726  9.810726  9.810726  9.821652  9.797573
##  [2577]  9.810726  9.810726  9.810726  9.810726  9.810726  9.821652  9.810726
##  [2584]  9.797573  9.810726  9.810726  8.642160  8.642160  9.103426  8.642160
##  [2591] 10.111939  8.642160  9.103426  9.103426  9.914184  9.103426  8.642160
##  [2598]  9.103426 10.111939  9.103426  9.914184  8.642160  8.642160  9.103426
##  [2605]  9.103426  9.103426  8.642160  9.103426  9.103426  8.642160  8.642160
##  [2612]  8.642160  8.642160  9.103426  9.103426  9.862722  9.103426  9.862722
##  [2619]  9.103426  9.103426  9.103426 10.111939  9.103426  9.103426  9.103426
##  [2626]  9.103426  9.862722  9.103426  9.103426  9.103426 10.111939  9.103426
##  [2633]  9.103426  9.103426  9.103426  9.103426  9.103426  9.103426  9.103426
##  [2640]  9.103426  9.862722  9.862722  9.862722  9.862722  9.862722  9.862722
##  [2647] 10.193905 10.193905 10.193905 10.193905 11.886833 11.954825 11.522701
##  [2654] 11.608415 11.886833 11.608415 11.522701 11.954825 11.886833 11.522701
##  [2661] 11.954825 11.608415 10.180497 10.245107 10.344990 10.180497 10.515275
##  [2668] 10.210838 10.180497 10.245107 10.834530  9.794398  9.794398  9.794398
##  [2675]  9.794398 10.537935 10.574038  9.794398  9.794398 10.537935 10.150720
##  [2682] 10.150720 10.588399 11.116357 10.588399 11.425942 11.425942 10.588399
##  [2689] 11.425942 11.590693 11.425942 11.116357 10.588399 10.588399 11.425942
##  [2696] 11.425942 10.588399 11.522701 11.755561 10.617597 10.581494 11.372145
##  [2703] 10.617597 10.550346 11.755561 11.372145 11.522701 11.372145 11.372145
##  [2710] 11.755561 10.119869 10.119869 10.285461 10.119869 10.191376 10.119869
##  [2717] 10.191376  9.986810  9.986810 10.285461  9.986810 10.285461  9.919893
##  [2724]  9.919893  9.986810  9.919893 10.285461  9.919893  9.919893  9.919893
##  [2731]  9.919893  9.919893 10.759992 10.260633  9.584793  9.584793 10.205227
##  [2738] 10.260633 10.260633  9.584793  9.584793  9.045868  9.584793  9.584793
##  [2745]  9.045868  9.584793 10.759992 10.205227  9.618478 10.256245 10.527285
##  [2752] 10.527285 10.256245 10.256245  9.618478 10.526292  9.611888 10.526292
##  [2759] 10.527285 10.526292 10.526292 10.256245  9.611888 10.256245 10.526292
##  [2766]  9.618478 10.526292 10.526292 10.526292 10.526292 10.256245 10.526292
##  [2773]  9.618478  9.611888  9.618478 10.527285 10.527285 10.256245  9.618478
##  [2780] 10.256245 10.526292 10.256245  9.611888 10.256245 10.527285  9.799427
##  [2787]  9.839561  9.788405  9.436691  9.788405  9.788405  9.436691  9.799427
##  [2794]  9.436691  9.799427  9.395667  9.108488  9.600658  9.395667  9.463396
##  [2801]  9.496305  9.496305  9.463396  9.067187  9.496305  9.350848  9.395667
##  [2808]  8.880954  9.463396  9.055164  9.496305  8.965049  8.965049 10.364177
##  [2815] 10.133274 10.446567 10.134842 10.294061 10.493554 10.134842 10.294061
##  [2822] 10.493554 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
##  [2829] 11.886833 11.954825 11.987095 11.755561 11.522701 11.522701 11.987095
##  [2836] 11.886833 11.886833 11.987095 11.522701 11.522701 11.522701 11.987095
##  [2843] 11.522701 11.522701 11.522701 11.522701 11.886833 11.987095 11.886833
##  [2850] 11.522701 11.886833 11.954825 11.954825 11.987095 11.987095 11.522701
##  [2857] 11.987095 11.522701 11.987095 11.987095 11.987095 11.987095 11.987095
##  [2864] 10.821751 10.635721 10.821751 10.821751 10.821751 10.821751 10.755038
##  [2871] 10.755038 10.755038 10.755038 10.755038 10.559007 10.555880 10.555880
##  [2878]  9.193072  9.140487  9.193072 10.559007 10.499312 10.499312 10.433995
##  [2885] 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161 10.433995
##  [2892] 10.464161 10.260515  9.825691  9.851574  9.810726  9.797573  9.810726
##  [2899]  9.831860  9.825691  9.867612  9.867612  9.797573  9.831860  9.831860
##  [2906]  9.810726  9.797573  9.810726  9.797573  9.831860  9.867612  9.831860
##  [2913]  9.867612  9.797573  9.810726  9.831860  9.810726  9.825691  9.797573
##  [2920]  9.831860  9.825691  9.810726  9.851574  9.825691  9.810726  9.825691
##  [2927]  9.851574  9.851574  9.825691  9.865561  9.281068  9.281068  9.073831
##  [2934]  9.369997  9.369997 11.406126 11.406126 11.406126 11.406126 11.406126
##  [2941] 11.406126 11.690980 11.406126 11.406126 11.406126 11.690980 11.406126
##  [2948] 11.406126 11.406126 11.406126 11.406126 11.690980 11.690980 11.690980
##  [2955] 11.690980 11.406126 11.406126 11.690980 11.690980 11.406126 11.406126
##  [2962] 11.690980 11.690980 11.406126 11.406126 11.406126 11.406126 11.406126
##  [2969] 11.690980 11.406126 11.690980 11.406126 11.406126 11.406126 11.406126
##  [2976] 11.690980 11.458121 11.458121 11.458121 11.690980 11.458121 11.458121
##  [2983] 11.458121 11.458121 11.690980 11.458121 11.458121 11.458121 11.458121
##  [2990] 11.458121 11.458121 11.690980 11.690980 11.690980 11.458121 11.458121
##  [2997] 11.458121 11.458121  8.136774  8.923924 10.821751 10.821751 10.821751
##  [3004] 10.821751 10.840744 10.821751  8.551825 10.118705 10.099928 10.118705
##  [3011] 10.099928 10.118705 10.118705 10.118705 10.099928 10.099928 10.099928
##  [3018]  9.881993  9.854467  9.881993  9.854467  9.881993  9.881993  9.881993
##  [3025]  9.854467  9.854467  9.854467 10.072897 10.072897  9.881993 10.072897
##  [3032]  9.881993  9.881993 10.072897  9.881993  9.881993 10.072897  9.881993
##  [3039] 10.072897 10.022304  9.831860  9.831860  9.831860 10.022304 10.022304
##  [3046]  9.831860 10.022304  9.831860  9.831860 10.022304 10.022304  9.831860
##  [3053]  9.831860 10.022304  9.831860 10.022304 10.022304 10.135033 10.135033
##  [3060] 10.135033 10.230460 10.230460 10.443234 10.230460 10.443234 10.230460
##  [3067] 10.230460 10.230460 10.230460 10.230460 10.230460 10.230460 10.455891
##  [3074] 10.468460 10.455891 10.104150 10.455891 10.104150 10.468460 10.104150
##  [3081] 10.455891 10.104150 10.104150 10.104150 10.455891 10.468460 10.468460
##  [3088] 10.455891 10.104150 10.468460 10.455891 10.455891 10.104150 10.468460
##  [3095] 10.104150 10.455891  9.496305  9.722567 10.178663  9.722567  9.496305
##  [3102]  9.646818 10.161170 10.161170  9.646818 10.412186 10.412186 10.412186
##  [3109]  9.914596  9.906780  9.839324  9.839324  9.839324  9.839324  9.906780
##  [3116]  9.839324 10.119828  9.906780  9.839324  9.914596  9.906780  9.839324
##  [3123]  9.839324 10.119828  9.839324  9.839324  9.914596  9.888696  9.914596
##  [3130]  9.914596  9.888696  9.914596  9.888696  9.940631  9.839324  9.914596
##  [3137]  9.914596  9.914596  9.914596  9.914596  9.914596  9.839324 10.141261
##  [3144] 10.141261 10.141261 10.285461 10.929241 10.547888 10.547888 10.547888
##  [3151] 10.285461 10.929241 10.547888 10.929241 10.929241 10.547888 10.929241
##  [3158] 10.285461 10.547888 10.285461 10.929241 10.547888 10.547888 10.547888
##  [3165] 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888
##  [3172] 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888
##  [3179] 10.547888 10.547888 10.547888 11.572997 11.572997 11.572997 11.572997
##  [3186] 11.572997 11.572997 11.572997 11.690980 11.690980 10.577425 10.527285
##  [3193] 10.462368 10.462368 10.527285 10.577425 10.527285 10.527285 10.462368
##  [3200] 10.462368 10.527285 10.527285 10.462368 10.527285 10.462368 10.527285
##  [3207] 10.462368 10.462368 10.527285 10.527285 10.527285 10.527285 10.320484
##  [3214] 10.238716 10.238716 10.527285 10.594604 10.929241 10.238716 10.527285
##  [3221] 10.320484 10.320484 10.238716 10.320484 10.594604 10.594604 10.929241
##  [3228] 10.643826 10.285461 10.285461 10.929241 10.285461 10.929241 10.320484
##  [3235] 10.594604 10.643826 10.643826 10.320484 10.594604 10.320484 10.285461
##  [3242] 10.594604 10.320484 10.594604 10.285461 10.929241 10.320484 10.594604
##  [3249] 10.643826 10.643826 10.320484 10.929241 10.285461  9.916179  9.868475
##  [3256]  9.916179  9.868475  9.916179  9.868475  9.868475  9.868475  9.916179
##  [3263]  9.868475  9.759814  9.771498  9.771498  8.411299  8.926012  8.926012
##  [3270]  8.411299  8.926012  8.926012  8.411299  8.411299  8.411299  8.411299
##  [3277]  9.087003  9.087003  8.411299  9.598410  9.598410  8.411299  9.678067
##  [3284]  9.096492  8.880954  8.880954  8.926012  9.096492  9.678067  8.411299
##  [3291]  9.096492  9.153083  9.153083  9.153083  9.153083  9.096492  9.096492
##  [3298]  9.096492  9.096492  9.096492  9.096492  9.096492  9.096492  9.153083
##  [3305]  9.153083  9.496305  9.496305  9.612390  9.612390  9.612390  9.496305
##  [3312]  9.496305  9.496305  9.496305  9.612390  9.612390  9.612390 10.161170
##  [3319] 10.161170 10.161170 10.204450 10.204450 10.178663 10.161170 10.161170
##  [3326] 10.204450 10.204450 10.178663 10.161170 10.161170 10.161170 10.204450
##  [3333] 10.178663 10.204450 10.204450 10.178663 10.161170 10.204450 10.204450
##  [3340] 10.161170 10.204450 10.161170 10.161170 10.161170 10.161170 10.204450
##  [3347]  9.618478  9.618478  9.618478  9.618478  9.434136  9.434136  9.124435
##  [3354]  9.618478  9.434136  9.124435  9.434136  9.434136  9.618478  9.618478
##  [3361]  9.618478  9.395667  9.395667  9.124435  9.124435  9.395667 10.500886
##  [3368] 10.482925 10.482925 10.500886 10.482925 10.500886 10.482925 10.500886
##  [3375] 10.500886 10.500886 10.482925 10.482925 10.310923  9.807021  9.807021
##  [3382] 10.310923 10.310923  9.807021  9.807021 10.155180 10.635721 10.155180
##  [3389]  8.853005 10.155180  8.853005  8.853005 10.155180  8.853005  8.853005
##  [3396] 10.155180 10.155180 10.155180 10.155180 10.155180  8.853005 10.155180
##  [3403] 10.155180 10.155180 10.635721 10.155180 10.155180  8.853005 10.155180
##  [3410] 10.155180 10.635721 10.635721  8.853005 10.155180 10.155180 10.155180
##  [3417]  8.853005 10.155180 10.155180  8.853005  8.853005 10.155180  8.853005
##  [3424]  8.853005  8.853005 10.155180  8.853005 10.155180  8.853005  8.853005
##  [3431] 10.155180 10.155180 10.155180 10.155180  8.853005 10.155180  8.853005
##  [3438] 10.155180  8.853005 10.155180  8.853005 10.155180  8.853005  8.853005
##  [3445]  8.853005 10.635721 10.155180 10.155180  9.786718 10.097672 10.097672
##  [3452]  9.914596 10.072897 10.072897 10.097672  9.914596 10.097672  9.786718
##  [3459]  9.839324  9.786718 10.097672  9.786718 10.097672  9.786718  9.786718
##  [3466]  9.839324 10.097672 10.097672 10.097672 11.987095  9.045868  9.045868
##  [3473]  9.045868  8.925284  9.542226  8.925284  9.584793  9.080961  9.355916
##  [3480]  9.355916  9.436936  9.436936  9.542226  9.584793 11.255520 11.167743
##  [3487] 11.167743 11.167743 11.987095 11.987095 11.987095 11.987095 11.987095
##  [3494] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 11.954825
##  [3501] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
##  [3508] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
##  [3515] 11.954825  9.289007  9.289007  9.289007  9.289007 10.577925 10.994411
##  [3522] 10.577925 10.996762 10.562886 10.562886 10.759992 10.759992 10.759992
##  [3529] 10.996762 11.084292 10.362196 10.362196 10.362196 10.362196 10.362196
##  [3536] 10.362196 10.242081 10.362196 10.242081  9.749824  9.749824  9.749824
##  [3543]  9.749824  9.749824  9.749824  9.807021  9.807021  9.807021  9.807021
##  [3550]  9.807021  9.807021  9.770135  9.770135  9.770135  9.289007  9.289007
##  [3557]  9.289007  9.289007  9.289007 10.610716 10.610716 10.610716 10.759992
##  [3564] 10.610716 10.610716 10.610716 10.610716 10.610716 10.759992 10.873673
##  [3571] 10.610716 10.610716 10.610716 10.500706 10.891325 10.321388 10.500706
##  [3578] 10.321388 10.321388 10.891325 10.500706 10.891325 10.500706 10.546015
##  [3585] 10.500706 10.500706 10.891325 10.546015 10.546015 10.546015 10.500706
##  [3592] 10.536432 10.536432 10.500706 10.891325 10.536432 10.891325 10.536432
##  [3599] 10.500706 10.500706 10.500706  9.045868  8.834284  9.034494  8.834284
##  [3606]  9.080961  9.045868 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3613] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3620] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3627] 10.412186 10.412186 10.412186 10.412186 10.581494 11.522701 10.617597
##  [3634] 10.718999 10.617597 10.666364 10.099154 11.522701 10.617597 11.755561
##  [3641] 11.755561 10.617597 10.581494 10.099154 11.372145 10.617597  9.961662
##  [3648] 10.666364 10.617597  9.961662 10.617597 10.617597 10.666364 10.666364
##  [3655] 10.099154 10.617597 10.581494 11.755561 10.617597 10.617597 10.617597
##  [3662] 11.372145 10.617597 10.099154 11.522701 11.755561  9.961662  9.961662
##  [3669] 10.581494 10.617597 10.344990 10.344990 10.581494 10.344990 10.344990
##  [3676] 10.617597 11.372145 11.372145 10.141261 10.141261 10.141261 10.141261
##  [3683] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3690] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3697] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3704] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3711] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [3718] 11.257893 11.257893  9.831860  9.787836  9.831860  9.787836  9.831860
##  [3725]  9.787836  9.787836  9.831860  9.831860  9.787836  9.787836  9.831860
##  [3732]  9.463396 10.491562 10.491562  9.395667  9.395667 10.491562  9.395667
##  [3739]  9.395667  8.926012 10.491562  9.395667 10.502445  8.926012  8.926012
##  [3746]  8.926012 10.502573  8.926012  8.926012  8.926012 10.502573  8.926012
##  [3753] 10.582237 10.582237 10.582237 10.582237 10.721126 10.758211 10.582237
##  [3760] 10.582237 10.582237 10.582237 10.582237 10.582237 10.721126 10.582237
##  [3767] 10.582237 10.582237 10.582237 10.721126 10.582237 10.582237 10.582237
##  [3774] 10.582237  9.153083  9.153083  9.153083  9.153083  9.153083  9.153083
##  [3781]  9.794398  9.794398  9.794398  9.794398  9.794398  9.794398  9.191193
##  [3788]  9.191193  9.191193  9.191193  9.191193  9.839324  9.839324  9.839324
##  [3795]  9.839324  9.839324  9.839324 10.112725 10.112323 10.119869 10.112323
##  [3802] 10.119869 10.119869 10.119869 10.119869  9.646818  9.646818 10.183067
##  [3809] 10.183067 10.183067 10.183067  9.646818  9.646818  9.646818 10.183067
##  [3816] 10.183067  9.646818 10.112725  9.839324  9.839324  9.839324 10.112725
##  [3823] 10.112323  9.839324 10.112725  9.839324 10.112725  9.839324 10.112323
##  [3830]  9.839324  9.839324  9.839324  9.940631  9.839324  9.940631  9.869936
##  [3837]  9.839324  9.839324 10.148783 10.232133  9.940631 10.747904 10.994411
##  [3844] 10.994411 10.747904 10.994411 10.994411 10.577925  9.639761  9.639761
##  [3851]  9.639761  9.639761  9.045868  9.045868  9.045868  9.045868  9.045868
##  [3858]  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868
##  [3865]  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868
##  [3872]  9.045868  9.045868 10.009947  9.807021 10.009947 10.009947  9.807021
##  [3879] 10.009947  9.669444  9.669444 10.514050 10.555880 10.555880 10.514050
##  [3886] 10.555880 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187
##  [3893] 10.496187 10.496187 10.496187  8.616613  8.616613  8.616613  9.650032
##  [3900]  9.650032  9.650032  9.650032  8.616613  8.616613  8.616613  9.650032
##  [3907]  9.650032 10.153933  9.650032  9.650032  8.616613  9.650032  8.616613
##  [3914]  9.108488  9.650032  9.108488  9.650032  9.612390  9.108488  9.650032
##  [3921]  9.650032  9.108488  9.650032 10.257682 10.257682 10.384555 10.384555
##  [3928] 10.384555 10.257682 10.384555 10.384555 10.384555 10.257682 10.205227
##  [3935] 10.205227 10.205227 10.201808 10.201808  9.807021  9.807021  9.199551
##  [3942]  9.807021  9.803715  9.807021  9.199551  9.803715 10.308828 10.308828
##  [3949] 10.308828 10.308828 10.308828 10.308828 10.730637 10.308828 10.193905
##  [3956] 10.308828 10.308828 10.193905 10.308828 10.371193 10.759992 10.371193
##  [3963] 10.308828 10.308828 10.308828 10.308828 10.449414 10.449414 10.449414
##  [3970] 10.901693 10.449414 10.730637 10.444491 10.444491 10.730637 10.901693
##  [3977] 10.444491 10.444491 10.444491 10.952518 10.444491 10.901693 10.444491
##  [3984] 11.084292 10.307617 10.307617 10.307617 10.307617 10.307617 10.307617
##  [3991]  9.055164 10.308828 10.384555 10.308828 10.308828  9.055164 10.384555
##  [3998] 10.384555 10.308828  9.055164 10.308828 10.384555 10.308828  9.055164
##  [4005] 10.308828  9.055164  9.055164  9.055164 10.308828 10.384555  9.055164
##  [4012] 10.308828 10.308828 10.118705 10.169220 10.118705 10.169220 10.169220
##  [4019] 10.118705 10.169220 10.169220 10.118705 10.169220 10.118705 10.169220
##  [4026] 10.118705 10.118705 10.169220 10.169220 10.169220 10.099348 10.169220
##  [4033] 10.169220 10.099348 10.169220 10.099348 11.372145 11.372145 11.372145
##  [4040] 11.372145 11.372145 11.372145  9.639761  9.628336 10.141261 10.141261
##  [4047] 10.141261  9.766442  9.191193  9.191193  9.813429  9.813429  9.813429
##  [4054] 10.617597 10.617597 10.617597 10.617597 10.813542 10.813542 10.813542
##  [4061] 10.813542 10.813542 10.813542 10.813542 10.945080 10.945080 10.813542
##  [4068] 10.945080 10.813542 10.813542 10.945080 10.945080 10.813542 10.813542
##  [4075] 10.945080 10.813542 10.945080 10.945080 10.813542 10.813542 10.945080
##  [4082] 10.945080 10.813542 10.813542 10.945080 10.813542 10.945080 10.635721
##  [4089] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [4096] 10.635721 11.186567 11.186567 11.186567 11.186567 11.186567 11.186567
##  [4103] 11.186567 11.186567 11.186567 11.186567 11.186567 11.186567 10.813542
##  [4110] 10.813542 10.813542 10.945080 10.813542 10.945080 10.813542 10.945080
##  [4117] 10.813542 10.813542 10.813542 10.813542 10.813542 10.945080 10.945080
##  [4124] 10.945080 10.813542 10.813542 10.945080 10.813542 10.945080 10.945080
##  [4131] 10.813542 10.945080 10.813542 10.813542 10.813542 10.945080 10.945080
##  [4138] 10.280206 10.477093 10.280206 10.477093 10.477093 10.280206 10.477093
##  [4145] 10.280206 10.280206 10.477093 10.477093 10.280206 10.582237 10.582237
##  [4152] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237
##  [4159] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.464161
##  [4166] 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161
##  [4173] 10.464161 11.257893 11.257893 11.257893  9.759814  9.559062  9.108488
##  [4180]  9.108488  9.108488  8.965049  8.965049  9.108488  8.965049  9.108488
##  [4187]  9.108488  9.559062  8.965049  9.559062  9.108488  8.965049  9.559062
##  [4194]  9.559062  9.108488  9.559062  9.559062  8.965049  9.559062  8.965049
##  [4201]  9.108488  8.965049  9.108488  8.965049  8.965049  8.965049  9.559062
##  [4208]  8.965049  9.054246  9.054246  9.054246  9.054246  9.054246  9.054246
##  [4215] 10.818518 10.818518 10.641548 10.623761 10.623761 10.542676 10.542676
##  [4222] 10.623761 10.542676 10.623761 10.542676 10.623761 10.555880 10.515482
##  [4229] 10.515482 10.555880 10.515482 10.515482 10.555880 10.555880 10.555880
##  [4236] 10.515482 10.515482 10.555880  9.500869  8.947441  8.947441  9.500869
##  [4243]  8.947441  9.500869  9.500869  8.947441  8.927909  8.927909  8.927909
##  [4250] 10.345947 10.345947 10.345947 10.345947 10.345947 10.345947 10.555880
##  [4257] 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880
##  [4264] 10.523646 10.555880 10.523646 10.555880 10.737844 10.737844 10.737844
##  [4271] 10.721126 10.737844 10.737844 10.737844 10.737844 10.721126 10.737844
##  [4278] 10.721126 10.737844 10.737844 10.721126 10.737844 10.721126 10.737844
##  [4285] 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844
##  [4292] 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844
##  [4299] 10.737844 10.737844 10.581610 10.581610 10.412186 10.412186 10.412186
##  [4306] 10.652646 10.412186 10.652646 10.412186 10.581610 10.554815 10.412186
##  [4313] 10.412186 10.642931 10.642931 10.412186 10.642931 10.554815 10.554815
##  [4320] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4327] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4334] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4341] 10.412186 10.412186 10.412186 10.412186 10.636990 10.636990 10.636990
##  [4348] 10.636990 10.636990 10.721126 10.636990 10.636990 10.636990 10.721126
##  [4355] 10.721126 10.636990 10.636990 10.636990 10.636990 10.721126 10.636990
##  [4362] 10.582237 10.636990 10.636990 10.721126 10.636990 10.487846  9.395667
##  [4369]  9.055164  9.395667  9.395667  9.055164  9.055164  9.395667  9.055164
##  [4376]  9.055164  8.880954  8.993502  8.993502  9.055164  9.055164 10.654785
##  [4383]  9.103426 10.654785 10.218516 10.654785 10.218516 10.218516 10.218516
##  [4390] 10.218516 10.218516 10.218516 10.218516 10.218516 10.260515 10.260515
##  [4397] 10.260515 10.260515 10.260515 10.260515 10.412186 10.412186 10.412186
##  [4404] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4411] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4418] 10.412186 10.412186 10.412186 10.412186 10.642931 10.642931 10.721126
##  [4425] 10.538642 10.758211 10.538642 10.959816 10.959816 10.758211 10.538642
##  [4432] 10.959816 10.538642 10.538642 10.959816 10.959816 10.758211 10.758211
##  [4439] 10.538642 10.538642 10.959816 10.959816 10.538642 10.959816 10.758211
##  [4446] 10.959816 10.538642 10.758211 10.538642 10.959816 10.538642 10.959816
##  [4453] 10.959816 10.538642 10.538642 10.758211 10.538642 10.959816 10.721126
##  [4460] 10.538642 10.959816 10.538642 10.538642 10.959816 10.538642 10.538642
##  [4467] 10.538642 10.959816 10.959816 10.959816 10.959816 10.959816 10.538642
##  [4474] 10.538642 10.538642 10.758211 10.721126 10.758211 10.959816 10.721126
##  [4481] 10.538642 10.721126 10.538642 10.538642 10.538642 10.758211 10.538642
##  [4488] 10.538642 10.758211 10.758211 10.758211 10.721126 10.959816 10.959816
##  [4495] 10.959816 10.959816 10.758211 10.538642 10.538642 10.758211 10.538642
##  [4502] 10.959816 10.959816 10.959816 10.758211 10.737844 10.959816 10.959816
##  [4509] 10.721126 10.737844 10.758211 10.959816 10.538642 10.538642 10.538642
##  [4516] 10.959816 10.721126 10.959816 10.538642 10.758211 10.959816 10.959816
##  [4523] 10.538642 10.959816 10.959816 10.959816 10.538642 10.758211 10.538642
##  [4530] 10.758211 10.959816 10.538642 10.959816 10.758211 10.538642 10.538642
##  [4537] 10.721126 10.538642 10.758211 10.959816 10.538642 10.538642 10.538642
##  [4544] 10.538642 10.721126 10.758211 10.538642 10.959816 10.412186 10.412186
##  [4551] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4558] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4565] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4572] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4579] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4586] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [4593] 10.412186 10.412186 10.412186 10.412186 11.822361 11.822361 11.822361
##  [4600] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [4607] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721  9.993545
##  [4614]  9.993545  9.993545  9.993545  9.993545  9.993545 11.890353 11.890353
##  [4621] 11.890353  9.993545 10.509705  9.993545  9.993545  9.993545  9.993545
##  [4628]  9.993545  9.993545  9.993545  9.993545  9.993545  9.993545  9.993545
##  [4635] 10.519467  9.993545  9.993545 10.519467  9.993545  9.993545  9.993545
##  [4642]  9.993545  9.191193 11.009989 11.009989 11.009989  9.191193 11.009989
##  [4649]  9.191193 11.009989  9.191193 11.009989 11.009989 11.009989 11.009989
##  [4656]  9.191193  9.191193 10.141261 10.141261  9.831860  9.831860  9.841347
##  [4663]  9.841347  9.810726  9.841347  9.841347  9.841347  9.810726  9.841347
##  [4670]  9.831860  9.831860  9.841347  9.916283  9.841347  9.831860  9.831860
##  [4677]  9.841347 10.499312 10.494362 10.499312 10.499312 10.494362 10.494362
##  [4684] 10.499312 10.499312 10.494362 10.494362 10.499312 10.494362 10.494362
##  [4691] 10.494362 10.499312 10.499312 10.205227 10.249398 10.205227 10.232935
##  [4698] 10.205227 10.249398 10.205227 10.232935 10.249398 10.508669 10.508669
##  [4705] 10.576031 10.538642 10.538642 10.538642 10.538642 10.538642 10.721126
##  [4712] 10.737844 10.538642 10.538642 10.568420 10.568420 10.538642 10.737844
##  [4719] 10.568420 10.538642 10.538642 10.538642 10.568420 11.886833 11.886833
##  [4726] 11.522701 11.522701 11.886833 10.700172 10.637543 10.637543 10.637543
##  [4733] 10.254324 10.254324  9.993545 10.254324  9.993545 10.141261 10.254324
##  [4740]  9.993545  9.993545 10.141261 10.254324 10.254324  9.993545  9.993545
##  [4747] 10.254324  9.993545  9.993545  9.993545 10.141261  9.993545  9.350848
##  [4754]  8.880954  9.350848  8.880954  8.880954  8.880954  9.350848  9.350848
##  [4761]  9.350848  9.350848  8.880954  9.350848  8.880954  8.880954  8.880954
##  [4768]  8.880954  8.880954  8.880954  9.350848  9.350848  9.350848  9.350848
##  [4775]  8.880954  8.880954  9.350848  9.350848  9.350848  8.880954  8.880954
##  [4782]  8.880954  9.350848  8.880954  9.350848 10.344990 10.161170  9.700146
##  [4789] 10.161170 10.161170  9.700146 10.344990 10.161170 10.161170  9.700146
##  [4796] 10.161170 10.344990  9.700146 10.344990 10.161170 10.310923 10.161170
##  [4803] 10.310923  9.495234 10.161170 10.161170 10.161170  9.495234 10.021893
##  [4810]  9.923450 10.072897 10.275602 10.275602  9.839324  9.786718 10.087950
##  [4817] 10.232133 10.232133 10.232133  9.786718 10.275602 10.232133 10.087950
##  [4824] 10.087950 10.021893  9.839324 10.275602 10.087909  9.839324  9.839324
##  [4831]  9.968204  9.854367  9.880857 10.232133 10.198135  9.880857  8.861873
##  [4838]  8.861873  8.861873  8.861873  8.861873  8.861873  8.861873 10.307617
##  [4845] 10.210838 10.307617 10.210838 10.210838 10.210838 10.307617 10.307617
##  [4852] 10.307617 10.210838 10.307617 10.210838  9.264747  9.264747  9.264747
##  [4859]  9.264747  9.264747  9.264747  9.264747  9.264747  9.264747 10.471667
##  [4866] 10.471667 10.471667 10.471667 10.412186 10.412186 10.471667 10.471667
##  [4873] 10.412186 10.412186 10.412186 10.412186 10.412186 10.499312 10.494362
##  [4880] 10.499312 10.494362 10.499312 10.494362 10.494362 10.499312 10.499312
##  [4887] 10.494362 10.494362 10.499312 10.494362 10.499312 10.494362 10.499312
##  [4894] 10.232935  9.045868 10.232935 10.232935 10.232935 10.232935 10.232935
##  [4901] 10.232935  9.045868 10.232935  9.045868 10.232935 10.232935 10.232935
##  [4908]  9.045868 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
##  [4915] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
##  [4922] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
##  [4929] 10.262700 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
##  [4936] 10.232935 10.232935 10.232935  9.045868  9.045868 10.232935 10.232935
##  [4943] 10.232935 10.232935  9.045868  9.045868 10.267284 10.232935 10.232935
##  [4950] 10.267284 10.232935 10.232935  9.045868 10.267284 10.267284 10.232935
##  [4957] 10.232935 10.232935  9.045868 10.232935 10.232935 10.232935 10.267284
##  [4964] 10.232935 10.267284 10.267284  9.045868 10.039954 10.039954 10.039954
##  [4971] 10.039954 10.039954 10.039954 10.039954 10.039954 10.039954 10.039954
##  [4978] 10.582237 10.614849 10.637543 10.614849 10.637543 10.614849 10.614849
##  [4985] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237
##  [4992] 10.582237 10.582237 10.384555 10.462776 10.515482 10.514050 10.515482
##  [4999] 10.514050 10.779390 10.779390 10.779390 11.590693 11.590693 10.514050
##  [5006] 10.515482 11.590693 10.515482 11.590693 10.514050 10.514050 10.515482
##  [5013] 10.555880 11.590693 10.515482 10.635721 11.650840 10.635721 11.650840
##  [5020] 11.954825 10.555880 10.523646 10.523646 10.555880 10.523646 10.550346
##  [5027] 10.523646 10.555880 10.620809 10.523646 10.550346 10.550346 10.620809
##  [5034] 10.620809 10.620809 10.620809 10.550346 10.550346 10.620809 10.523646
##  [5041] 10.523646 10.550346 10.620809 10.620809 10.550346 10.550346 10.620809
##  [5048] 10.620809 10.620809 10.550346  9.904725 10.523646  9.821098  9.904725
##  [5055] 10.550346 10.523646 10.620809  9.904725 10.550346 10.550346 10.550346
##  [5062] 10.620809  9.821098 10.620809  9.904725 10.523646 10.550346 10.620809
##  [5069]  8.411299  8.411299  8.926012  8.411299  8.926012  8.411299  9.055164
##  [5076]  8.411299 10.514050 10.555880 10.544997 10.544997 10.555880 10.500886
##  [5083] 10.555880 10.555880 10.555880 10.555880 10.555880 10.591369 10.555880
##  [5090] 10.555880 10.555880 10.591369 10.555880 10.523646 10.523646 10.620809
##  [5097] 10.620809 10.550346 10.620809 10.523646 10.620809 10.550346 10.550346
##  [5104] 10.523646 10.620809 10.523646 10.559007 10.523646 10.550346 10.550346
##  [5111] 10.523646 10.523646 10.550346 10.523646 10.550346 10.555880 10.550346
##  [5118]  9.680269  9.192425  9.196244  9.696327  9.650032 10.146790 10.178663
##  [5125]  9.794398 10.537935  9.794398 10.537935  9.196244  9.196244  9.794398
##  [5132] 10.537935  9.196244  9.794398 10.537935  9.794398  9.669295  9.794398
##  [5139]  9.196244  9.196244 10.537935  9.794398 10.537935  9.794398  9.794398
##  [5146]  9.196244 10.620809 11.608415 10.567291 11.425942 10.537935 11.425942
##  [5153] 10.537935 11.590693  9.087003  9.087003  9.087003  9.087003  9.087003
##  [5160]  9.087003 11.886833 11.886833 11.954825 11.886833 11.886833 11.886833
##  [5167] 11.886833 11.886833 11.886833 11.954825 11.886833 11.954825 11.954825
##  [5174] 11.886833 11.886833 11.854522 11.886833 11.886833 11.886833 11.886833
##  [5181] 11.886833 11.886833 11.886833 11.886833 10.622847 10.622847  9.749465
##  [5188] 10.622847 10.622847  9.749465 10.622847 10.325277 10.622847 10.622847
##  [5195] 10.622847 10.622847 10.622847 10.622847 10.622847 10.622847 10.622847
##  [5202] 10.622847 10.547888 11.372145 11.372145 10.643826 10.486393 10.486393
##  [5209] 10.643826 11.372145 10.638111 10.523518 10.638239 10.523646 10.638239
##  [5216] 10.638239 10.638239 10.523646 11.987095 11.987095 11.987095 11.987095
##  [5223] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 10.530265
##  [5230] 10.911833 10.938787 11.823552 11.823552 10.938787 10.653410 10.530265
##  [5237] 10.938787 10.530265 10.653410 11.823552 10.203695 10.245107 10.519497
##  [5244] 10.888623 10.203695 10.245107 10.797643 10.210838 10.344990 10.344990
##  [5251] 10.310923 10.344990 10.310923 10.530533 11.823552 10.530533 11.823552
##  [5258] 10.530533 11.823552 10.478226 11.823552 10.307617 10.537385 11.823552
##  [5265] 11.823552 10.530533 10.478226 10.478226 10.307617  9.694474  9.694474
##  [5272]  9.694474 10.307617 10.246784 10.246784 10.307617 10.307617 10.245107
##  [5279] 10.220336 10.220336 10.245107 10.220336 10.245107 10.245107 10.245107
##  [5286] 10.220336 10.220336 10.220336 10.591369 10.210838 10.210838 10.478226
##  [5293] 10.591369 10.583700 10.210838 11.823552 11.175606 10.645126 10.150720
##  [5300] 10.150720 10.150720 10.150720 10.150720 10.178965 10.210838 10.228063
##  [5307] 10.210838 10.178965 10.210838 10.210838 10.178965 10.210838 10.210838
##  [5314] 10.210838 10.210838 10.178965 10.228063 10.228063 10.178965 10.210838
##  [5321] 10.228063 10.210838 10.228063 10.210838 10.210838 10.228063 10.210838
##  [5328] 10.210838 10.178965 10.210838 10.178965 10.228063 10.228063 10.210838
##  [5335] 10.210838 10.210838 10.228063 10.178965 10.178965 10.228063 10.210838
##  [5342] 10.178965 10.210838 10.310632 10.166053 10.178965 10.178965 10.245107
##  [5349] 10.245107 10.310632 10.178965 10.166053 10.310632 10.344990 10.344990
##  [5356] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [5363] 10.344990  9.940631 10.154026  9.906075 10.146790 10.154026 10.146790
##  [5370]  9.906075  9.906075  9.940631  9.940631 10.154026 10.154026 10.154026
##  [5377] 10.154026 10.146790 10.185899 10.185899 10.154026 10.185899  9.906075
##  [5384] 10.040676  9.906075 10.040676 10.040676  9.888696 10.146790 10.146790
##  [5391]  9.906075 10.146790  9.888696  9.888696 10.146790 10.146790 10.146790
##  [5398] 10.146790 10.146790 10.146790 10.040676 10.146790 10.040676 10.040676
##  [5405] 10.146790 10.154026 10.154026 10.146790 10.146790  9.191193  9.191193
##  [5412]  8.514475  9.191193  9.191193  9.191193  8.514475  9.657268  9.191193
##  [5419]  9.191193  9.191193  9.191193  9.657268  9.191193  9.191193  9.191193
##  [5426]  8.688121 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990
##  [5433] 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990
##  [5440] 10.453990 10.453990 10.453990 10.537935 10.756469  9.191193 10.756469
##  [5447] 10.537935  9.191193  9.191193 10.756469  9.463396  9.055164  9.463396
##  [5454]  9.055164  9.055164  9.463396  9.055164  9.463396  9.055164  9.463396
##  [5461]  9.463396  9.055164  9.463396  9.055164  9.055164  9.463396  9.463396
##  [5468]  9.463396  9.009664  9.009664  9.639761  9.639761  9.616652  9.129973
##  [5475]  9.129973  9.129973  9.628336  9.628336 10.821751 10.840744 10.840744
##  [5482] 10.840744 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
##  [5489] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
##  [5496] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 10.344990
##  [5503] 10.378410 10.344990 10.344990 10.362196 10.362196 10.635841 10.502573
##  [5510] 10.617597 10.617597 10.550346 10.550346 10.617597 10.617597 10.550346
##  [5517] 10.581494 10.620809 10.550346 10.550346 10.952518 11.009989 11.009989
##  [5524] 11.009989 11.009989 10.755038 10.617235 10.617235 10.617235 11.425942
##  [5531] 11.425942 11.425942 11.522701 11.435566 11.435566 11.435566 11.553549
##  [5538] 11.435566 11.435566 11.435566 11.435566 11.035693 11.035693 10.246784
##  [5545] 10.148829 10.246784 10.148829 10.148829 10.148829 10.246784 10.148829
##  [5552] 10.246784 10.246784 10.246784 10.148829 10.246784 10.148829 10.246784
##  [5559] 10.148829 10.148829 10.246784 10.246784 10.148829 10.246784 10.246784
##  [5566] 10.246784 10.148829 10.246784 10.246784 10.148829 10.246784 10.148829
##  [5573] 10.148829 10.148829 10.148829 10.246784 10.148829 10.148829 10.246784
##  [5580] 10.148829 10.246784 10.246784 10.246784 10.246784 10.246784 10.148829
##  [5587] 10.246784 10.246784 10.148829 10.246784 10.246784 10.148829 10.148829
##  [5594] 10.246784 10.148829 10.148829 10.148829 10.246784 10.148829 10.246784
##  [5601] 10.148829 10.148829 10.246784 10.148829 10.246784 10.246784 10.148829
##  [5608] 10.148829 10.148829 10.246784 10.148829 10.246784 10.148829 10.246784
##  [5615] 10.148829 10.246784 10.246784 10.148829 11.375877 11.027938 11.027938
##  [5622] 10.952518 10.952518 10.952518 10.952518 10.730637 10.730637 10.118623
##  [5629] 10.118623 10.257682 10.257682  9.992375 10.257682 10.257682  9.992375
##  [5636]  9.992375 10.257682 10.257682 10.257682 10.257682  9.992375  9.992375
##  [5643] 10.257682 10.257682  9.992375 10.257682 10.150720 10.320484 10.191376
##  [5650] 10.320484 10.191376 10.150720 10.191376 10.191376 10.320484 10.191376
##  [5657] 10.191376 10.191376 10.191376 10.588702 10.588702 10.588702 10.588702
##  [5664] 10.588702 10.588702 10.424711 10.467467 10.424711 10.424711 10.424711
##  [5671] 10.467467 10.424711  9.584793 10.467467 10.467467 10.467467 10.467467
##  [5678] 10.424711  9.584793 10.424711 10.424711 10.424711 10.467467 10.467467
##  [5685] 10.467467 10.424711 10.467467  8.453642  9.796926  9.868475  9.796926
##  [5692]  9.868475  9.868475  9.796926  9.854467  9.854467  9.832580  9.868475
##  [5699]  9.832580  9.868475  9.832580  9.841477  9.868475  9.841477  9.542441
##  [5706]  9.542441  9.542441  9.542441  9.542441  9.542441 11.854522 11.854522
##  [5713] 11.854522 11.854522 10.141261 10.141261 10.141261  9.734463  9.734463
##  [5720]  9.794398  9.794398 10.369647 10.369647 10.491562 10.491562 10.491562
##  [5727] 10.141261 10.141261 10.141261 10.141261  9.576764  9.550676  9.587338
##  [5734]  9.587338 10.307617 10.178663 10.178663 10.178663 10.203695 10.203695
##  [5741] 10.203695 10.203695 10.203695 10.203695 10.216036 10.216036 10.216036
##  [5748] 10.216036 10.216036 10.612518 10.612518 10.612518 10.612518 10.612518
##  [5755] 10.612518 10.612518 10.612518 10.612518 10.232133 10.232133 10.517839
##  [5762] 10.643826 10.643826 10.232133 10.232133 10.517839 10.517839 10.643826
##  [5769]  8.746434 10.643826 10.128564 10.128564 10.128564 10.643826 10.517839
##  [5776] 10.517839  9.009664  9.009664  9.476750 10.264179 10.264179 10.438422
##  [5783] 10.438422 10.438422 10.264179 10.264179 10.264179 10.264179 10.264179
##  [5790] 10.264179 10.438422 10.264179 10.438422 10.264179 10.438422 10.264179
##  [5797] 10.264179  9.940631  9.496305 10.161170  9.940631  9.940631  9.940631
##  [5804] 10.185899 10.185899  9.940631  9.496305  9.940631 10.185899 10.161170
##  [5811]  9.940631  9.940631  9.940631  9.940631  9.940631  9.940631 10.185899
##  [5818]  9.940631  9.940631  9.940631  9.940631  9.940631  9.940631  9.940631
##  [5825]  9.940631 10.024936 10.024936  9.940631  9.692572  9.940631  9.692572
##  [5832]  9.676636  9.725872 10.141261 10.141261 10.141261 10.141261 10.141261
##  [5839] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [5846] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [5853] 10.141261  8.411299  8.411299  8.411299  9.495234  9.495234  8.411299
##  [5860]  8.411299  8.411299  9.495234  9.495234  8.411299  9.807021  8.411299
##  [5867]  9.495234  8.411299  8.411299  8.411299  8.411299  8.411299  8.411299
##  [5874]  8.411299  9.807021  8.411299  9.495234 10.287311 10.191973 10.275354
##  [5881] 10.346904 10.191973 10.285544 10.325029 10.191973  9.794398  9.794398
##  [5888]  9.794398  9.794398  9.794398  9.794398  9.821098  9.821098  9.821098
##  [5895]  9.585514  9.585514  9.585514  9.585514 10.378410 10.344990  9.812185
##  [5902]  9.812185  9.812185  9.812185  9.856200  9.812185  9.646595  9.812185
##  [5909]  9.812185  9.646595  9.646595 10.362196 10.362196 10.362196 10.537935
##  [5916] 10.537935 10.666364 10.666364 10.666364 10.617597 10.550346 10.617597
##  [5923] 10.550346 10.550346 10.617597 11.372145 11.372145 11.372145 10.375231
##  [5930] 10.375231 10.375231 10.375231 10.375231 10.375231 10.375231 10.245107
##  [5937] 10.220336 10.348273 10.245107 10.245107 10.245107 10.220336 10.348273
##  [5944] 10.348273 10.245107 10.245107 10.245107 10.245107 10.220336 10.348273
##  [5951] 10.220336 10.220336 10.245107 10.348273 10.245107 10.220336 10.245107
##  [5958] 10.245107 10.348273 10.245107 10.245107 10.245107 10.245107 10.245107
##  [5965] 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107
##  [5972] 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107
##  [5979] 10.245107 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [5986] 10.141261 10.141261 10.245107 10.245107  9.940631 10.245107 10.245107
##  [5993] 10.119869 10.119869  9.940631  9.940631 10.245107  9.940631 10.245107
##  [6000]  9.940631  9.940631 10.245107 10.245107  9.940631 10.119869  9.940631
##  [6007]  9.940631 10.119869  9.940631 10.245107 10.245107 10.245107 10.245107
##  [6014]  9.940631  9.940631 10.119869  9.940631  9.940631  9.940631 10.150720
##  [6021] 10.150720 10.150720 10.150720 10.119869  9.940631 10.150720 10.150720
##  [6028]  9.940631 10.040676 10.245107 10.040676 10.040676  9.888696 10.245107
##  [6035] 10.040676  9.888696 10.245107 10.245107  9.888696 10.245107 10.245107
##  [6042]  9.888696 10.245107  9.637119 10.245107  9.637119 10.040676 10.040676
##  [6049] 10.040676  9.888696 10.040676 10.040676 10.040676 10.141261  9.583389
##  [6056]  9.888696  9.583389  9.637119 10.040676 10.040676  9.940631 10.146790
##  [6063] 10.245107  9.940631 10.146790 10.210838 10.245107  9.940631 10.245107
##  [6070] 10.146790 10.146790  9.940631  9.940631 10.040676 10.141261  9.940631
##  [6077] 10.210838  9.940631 10.210838 10.210838 10.245107 10.146790 10.210838
##  [6084]  9.940631  9.914596  9.940631  9.914596 10.154026 10.245107  9.597516
##  [6091]  9.264747  9.264747  9.264747  9.264747  9.264747  9.264747  9.264747
##  [6098]  9.264747 10.166488 10.058781  9.597516  9.597516 10.058781 10.058781
##  [6105]  9.597516 10.166488 10.058781  9.597516  9.597516 10.058781  9.597516
##  [6112]  9.597516  9.597516 10.058781 10.058781  9.597516 10.058781  9.597516
##  [6119]  9.597516 10.058781 10.321388 10.321388 10.321388 10.321388  9.584793
##  [6126]  9.584793 10.321388  9.584793  9.584793 10.453990 10.453990  9.584793
##  [6133]  9.584793 10.321388 10.321388 10.321388 10.453990 10.321388  9.584793
##  [6140]  9.584793 10.321388  9.045868 10.321388  9.045868 10.321388 10.453990
##  [6147] 10.321388 10.321388  9.045868 10.321388  9.045868  9.868475 10.072897
##  [6154] 10.199875 10.072897  9.868475  9.868475 10.072897 10.072897 10.072897
##  [6161]  9.920622  9.920622 10.072897 10.072897  9.868475 10.072897 10.072897
##  [6168] 10.199875  9.868475 10.072897  9.868475 10.072897  9.920622 10.199875
##  [6175] 10.072897 10.072897 10.072897 10.072897  9.868475  9.868475  9.868475
##  [6182]  8.922706  8.922706  9.496305  9.496305  9.496305  9.496305  8.922706
##  [6189]  9.496305  9.496305  8.922706 10.502573 10.554448 11.293370 10.454983
##  [6196] 11.293370 10.454983 10.248926 10.248926 10.248926  9.803715  9.803715
##  [6203]  9.495234  9.495234 10.248926 10.248926  9.803715  9.700146 10.248926
##  [6210]  9.803715  9.803715 10.248926  9.803715  9.803715 10.248926  9.700146
##  [6217] 10.248926  9.495234 10.248926  9.495234  9.803715 10.248926 10.248926
##  [6224] 10.248926 10.248926  9.803715  9.803715  9.495234  9.803715 10.146790
##  [6231] 10.572042 10.559007 10.572042 10.146790 10.572042 10.559007 10.572042
##  [6238] 10.572042 10.559007 10.572042 10.572042 10.559007 10.572042 10.572042
##  [6245] 10.617597 10.617597 10.581494 10.617597 10.617597 10.446706 10.446706
##  [6252] 10.446706 10.446706 10.446706 10.446706 10.446706  9.598410  9.612390
##  [6259]  9.612390  9.598410  9.598410  9.612390 10.178663  9.618478  9.700146
##  [6266] 10.204450  9.598410 10.178663  9.667256 10.227842 10.178663 10.245107
##  [6273]  9.700146 10.227842 10.227842 10.204450 10.204450  9.650032  9.657268
##  [6280] 10.204450 10.635721 10.635721 10.635721 11.987095 11.987095  8.411299
##  [6287]  9.350848  9.463396  9.055164  9.055164  9.463396  8.411299  9.350848
##  [6294]  9.055164  8.411299  9.463396  9.350848  9.015484  9.015484  9.350848
##  [6301]  8.779721  8.948682  9.015484  9.350848  9.015484  9.015484  9.015484
##  [6308]  9.015484  9.015484  9.108488  9.628747  9.628747  9.108488  9.623477
##  [6315]  9.623477  9.623477  9.108488  9.623477 10.141261 10.141261 10.141261
##  [6322] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [6329] 10.146790 10.641548 10.146790 10.146790 10.146790 10.146790 10.146790
##  [6336] 10.146790 10.146790 10.641548 10.146790 10.146790 10.146790 10.146790
##  [6343] 10.641548 10.185899 10.185899 10.185899 10.185899  9.780815 10.253316
##  [6350] 10.375231 10.253316 10.375231 10.440416 10.253316 10.253316 10.440416
##  [6357] 10.440416 10.253316 10.440416 10.440416 10.253316 10.253316 10.440416
##  [6364]  9.191193  9.191193  9.191193  9.191193  9.191193  9.191193 10.865731
##  [6371] 10.496187 11.954825 10.446567 10.446567 10.446567  8.411299  8.880954
##  [6378]  8.880954  8.880954  8.880954  8.411299  8.880954  8.880954  9.124435
##  [6385]  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435
##  [6392]  9.124435 10.260515 10.260515 10.260515 10.496187 10.496187 10.496187
##  [6399] 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187
##  [6406] 10.774333 10.755038 10.755038 10.755038 10.755038 10.755038 11.425942
##  [6413] 11.372145 11.372145 11.372145 11.425942 11.425942 11.425942 11.372145
##  [6420] 11.372145 11.425942 11.425942 11.372145 11.372145 11.425942 11.522701
##  [6427] 11.522701 11.522701 10.369647 10.725523 10.369647 10.725523 10.369647
##  [6434] 10.755038 10.369647 10.369647 10.369647 10.755038 10.755038 10.491562
##  [6441]  9.794398  9.191193 10.388814 10.388814  9.191193 10.412186 10.412186
##  [6448] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
##  [6455] 10.412186 10.412186 10.412186 10.412186 10.952518  9.794398  9.794398
##  [6462]  9.794398  9.794398  9.794398  9.794398  9.794398  9.794398  9.794398
##  [6469]  9.794398  9.794398  9.794398 10.952518  9.794398  9.794398  9.794398
##  [6476]  9.794398  9.794398 11.009989  9.009664  9.009664  9.009664  9.009664
##  [6483]  9.218672  9.218672  9.553461  9.553461  9.662341  9.553461  9.553461
##  [6490]  9.599980  9.599980  9.834741 10.260515  9.914184 10.821751 10.840744
##  [6497] 10.840744 10.591826 11.823552 11.027938 10.478226 10.478226 11.823552
##  [6504] 10.591826 10.537385 10.938787 10.478226 10.530533 10.478226  8.880954
##  [6511] 11.823552 10.537385 10.573560 10.573560  9.678067  9.678067  9.678067
##  [6518]  9.678067  9.678067 10.500886 10.500886 10.591369 10.500886 10.591369
##  [6525] 10.496187 10.523646 10.550346 11.023461 11.023461 11.023461 11.114057
##  [6532] 11.375877 11.123721 11.375877 11.123721 11.123721 11.375877 11.023461
##  [6539] 11.023461 11.023461 11.023461 11.023461 11.023461 11.608415 11.522701
##  [6546] 11.169652 11.169652 11.169652 11.169652 11.169652 11.169652 11.169652
##  [6553] 11.169652 11.169652 11.169652 11.169652 11.083938 10.929241 10.494882
##  [6560] 10.494882 10.929241 10.622847 10.494882 10.929241  9.749465 10.891325
##  [6567] 10.891325 10.191973 10.232935 10.635721 10.232935 10.191973 10.891325
##  [6574] 10.891325 10.635721 10.635721 10.891325 10.303814 10.232935 10.891325
##  [6581] 10.191973 10.242659 10.150720 10.242659 10.119869 10.000231 10.000231
##  [6588] 10.166053 10.166053 10.166053 10.166053 10.191973 10.191973 10.191973
##  [6595] 10.191973 10.191973 10.292908 10.191973 10.286674 10.286674 10.138717
##  [6602] 10.286674 10.098855 10.098855 10.285461 10.098855 10.285461 10.098855
##  [6609] 10.098855  9.839324 10.326117 10.141261 10.326117  9.839324  9.839324
##  [6616]  9.839324  9.839324 10.141261  9.839324 10.326117  9.839324 10.197399
##  [6623]  9.992375  9.992375  9.992375  9.992375  9.992375  9.992375 10.197399
##  [6630] 10.197399  9.992375 10.756469 10.756469 10.756469 10.756469 10.716198
##  [6637] 11.009989 10.625671 10.625671 10.625671 10.625671 10.625671 10.625671
##  [6644]  9.841477 10.118705  9.542893  9.045868  9.868475  9.045868  9.868475
##  [6651] 10.118705  9.841477  9.542893  9.841477  9.045868  9.542893 10.118705
##  [6658]  9.868475 10.468460 10.468460 10.455891 10.455891 10.455891 10.455891
##  [6665] 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891 11.987095
##  [6672] 11.987095  9.618478  9.618478  9.618478  9.618478  9.618478  9.618478
##  [6679]  9.618478  9.055164  9.055164  9.055164 10.009947 10.009947 10.548122
##  [6686] 10.548122 10.549407 10.737844 10.737844 10.620809 10.620809 10.620809
##  [6693] 10.666364 10.666364 10.666364 10.620809 10.666364 10.620809 10.620809
##  [6700] 10.559007 10.620809 10.550346 10.559007 10.638672 10.559007 10.559007
##  [6707] 10.559007 10.638672 10.559007 10.620809 10.620809 10.620809 10.550346
##  [6714] 10.550346 10.620809 10.559007 10.559007 10.550346 10.638672 10.620809
##  [6721] 10.620809 10.559007 10.638672  9.594090  9.563288  9.869936  9.916283
##  [6728]  9.916283  9.916283  9.869936  9.916283  8.927909  9.463396  9.129973
##  [6735]  9.055164  9.463396  9.677872  9.677872  9.639761  9.677872  9.639761
##  [6742]  9.639761  9.677872  9.677872  9.639761 10.523646 10.550346 10.718999
##  [6749] 11.522701 11.608415 11.522701 10.718999 10.550346 11.608415 10.523646
##  [6756]  9.585514  9.374022  9.374022  9.374022  9.587338  9.374022  9.587338
##  [6763]  9.374022  9.374022  9.587338  9.587338  9.587338  9.374022  9.374022
##  [6770]  9.587338  9.587338  9.587338  9.807021  9.807021  9.807021  9.807021
##  [6777]  9.807021  9.807021  9.807021  9.807021  9.807021  9.807021  9.807021
##  [6784]  9.807021  9.632558  9.807021  9.632558  9.807021  9.807021  9.632558
##  [6791]  9.807021  9.632558 10.620809 10.550346 10.550346 10.550346 10.620809
##  [6798] 10.550346 10.523646 10.550346 10.531929 10.531929 10.591369 10.555880
##  [6805] 10.515482 10.555880 10.515482 10.555880 10.550346 10.559007 10.559007
##  [6812] 10.559007 10.559007 10.559007 10.559007 10.559007 10.559007 10.591369
##  [6819] 10.515482 10.515482 10.591369 10.591369 10.515482 10.591369 10.515482
##  [6826]  9.587338 10.378410 10.378410 10.141261 10.344990 10.141261 10.344990
##  [6833] 10.344990 10.141261 10.378410 10.344990 10.141261 10.378410 10.277177
##  [6840]  9.807021 10.277177 10.344990  9.807021 10.344990  9.807021 10.344990
##  [6847] 10.277177 10.344990 10.277177  9.807021 10.654785 10.141261 10.141261
##  [6854] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [6861] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [6868] 10.141261 10.141261  9.004249  9.004249  9.218672  9.218672  9.218672
##  [6875]  9.218672 10.253316 10.172765  9.678067  9.705222  9.678067  9.705222
##  [6882]  9.678067  9.678067  9.678067  9.678067  9.705222  9.678067  9.678067
##  [6889] 10.172765  9.678067 10.253316 10.253316  9.678067 10.172765  9.640478
##  [6896] 10.213836 10.243919 10.243919 10.242659 10.851027 10.242659 10.243919
##  [6903] 10.996762 10.242659 10.242659  9.264747  9.597516  9.129973  9.597516
##  [6910] 10.172765  9.264747  9.129973  9.264747  9.264747 10.172765  9.129973
##  [6917]  9.597516  9.597516  9.129973 10.172765 10.172765  9.597516  9.597516
##  [6924] 10.172765 10.143250 10.143250 10.143250 11.755561 11.755561 10.287051
##  [6931] 10.287051 10.287051 10.287051 10.287051 10.287051 10.287051 10.287051
##  [6938] 10.118705 10.118705 10.104150 10.118705 10.104150 10.118705  9.045868
##  [6945]  9.584793  9.584793  9.045868  9.045868  9.584793 11.823552 11.823552
##  [6952] 11.823552 11.823552 10.262700 10.262700 10.262700 10.415611 10.415611
##  [6959] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
##  [6966] 10.415611 10.299222 10.415611 10.415611 10.415611 10.415611 10.415611
##  [6973] 10.240531 10.415611 10.240531 10.299222 10.415611 10.415611 10.415611
##  [6980] 10.415611 10.415611 10.415611 10.415611 10.415611 11.814382 11.814382
##  [6987] 11.954825 11.954825 11.814382 11.814382 11.954825 11.954825 11.954825
##  [6994] 10.618386 10.618386 10.618386 10.618386 10.719239 10.719239 10.947576
##  [7001] 10.689969 10.637543 10.637543 10.947576 10.689969 10.637543 10.947576
##  [7008] 10.947576 10.947576 10.689969 10.637543 10.637543 10.947576 10.689969
##  [7015] 10.637543 10.637543 10.588787 10.637543 10.947576 10.947576 10.637543
##  [7022] 10.947576  9.015484  9.108488  9.015484  9.015484  9.108488  9.108488
##  [7029]  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234
##  [7036]  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234
##  [7043]  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234
##  [7050]  9.495234  9.650032 10.024936 10.024936 10.024936  9.650032  9.650032
##  [7057]  9.639761  9.067187  9.639761  9.067187  9.639761  9.639761  9.067187
##  [7064]  9.129973  9.129973  9.129973  9.129973  9.129973  9.129973  9.129973
##  [7071]  9.129973  9.054246  9.054246  8.812022  8.812022 10.515482 10.496187
##  [7078] 10.515482 10.515482 10.515482 10.638736 10.638736 10.638736 10.638736
##  [7085] 10.638736 10.638736 10.515482 10.638736 10.638736 10.638736 10.638736
##  [7092] 10.638736 10.638736 10.638736 10.638736  9.631245  9.866025  9.908674
##  [7099]  9.866025  9.542893  9.908674  9.866025 10.238716  9.866025  9.542893
##  [7106]  9.866025  9.866025 10.207057 10.146790 10.146790 10.146790 10.146790
##  [7113] 10.146790 10.146790  9.612390  9.612390  9.120515  8.919423  8.919423
##  [7120]  8.919423  8.880954  8.880954  8.919423  8.919423  8.880954  8.919423
##  [7127]  8.880954  8.880954  8.919423  8.880954  8.880954  8.919423  8.880954
##  [7134]  8.880954  8.880954  8.880954  8.880954  8.880954  8.919423  8.919423
##  [7141]  8.880954  8.880954  8.880954  8.880954  8.919423  8.919423  8.919423
##  [7148]  8.880954  8.919423  8.880954  8.919423  8.919423  8.880954 10.241886
##  [7155] 10.241886 10.241886  9.153083  9.153083 10.431627  9.153083  9.794398
##  [7162]  9.794398  9.191193 10.155180 10.164293 10.164293 10.155180 10.155180
##  [7169] 10.205227 10.164293 10.205227 10.164293 10.205227 10.205227 10.155180
##  [7176] 10.164293 10.155180 10.205227 10.205227 10.205227 10.155180 10.164293
##  [7183] 10.205227 10.164293 10.164293 10.155180 10.155180 10.514050 10.462776
##  [7190] 10.514050 10.462776 11.553549  9.034770  9.034770  9.034770  9.034770
##  [7197]  9.034770  9.034770 10.310923 10.310923 10.310923 10.310923 10.310923
##  [7204] 10.310923 10.310923 10.310923 10.310923 10.310923 10.310923 10.310923
##  [7211]  9.496305  9.657470  9.657470  9.496305  9.657470  9.542893  9.825691
##  [7218]  9.825691  9.504664  9.504664  9.830371 10.415611 10.415611 10.415611
##  [7225] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
##  [7232] 10.415611 10.415611 10.415611 10.415611 10.415611  8.925284 10.022304
##  [7239] 10.022304 10.022304 10.022304 10.141261 10.141261 10.022304 10.285461
##  [7246] 10.072942 10.072942 10.022304 10.285461 10.072942 10.072942 10.072942
##  [7253] 10.285461 10.285461 10.072942 10.326117  9.914596 10.087909 10.087909
##  [7260] 10.326117 10.161170 10.161170 10.161170 10.685563 10.161170 10.161170
##  [7267] 10.161170 10.685563 10.161170 10.161170 10.161170 10.161170 10.161170
##  [7274] 10.161170 10.161170 10.685563 10.161170 10.685563 10.161170  9.696327
##  [7281]  9.700146 10.077437 10.077437 10.161170  9.696327  9.696327 10.161170
##  [7288]  9.700146  9.700146  9.196244 10.009947 10.009947 10.009947  9.700146
##  [7295]  9.700146  9.612390  9.196244 10.009947  9.700146 10.009947  9.196244
##  [7302] 10.009947  9.696327 10.009947  9.700146  9.700146  9.196244 10.204450
##  [7309] 10.161170 10.486105 10.161170 10.486105 10.161170 10.204450 10.161170
##  [7316] 10.161170 10.204450 10.161170 10.486105 10.245107 10.204450 10.204450
##  [7323] 10.245107 10.204450 10.245107 10.230460 10.436378 10.436378 10.307474
##  [7330] 10.307474 10.307474 10.307474 10.307474 10.485060 10.307474 10.485060
##  [7337]  9.162401 10.639133 10.639133 10.639133 10.639133 10.639133 11.458121
##  [7344] 10.607173 10.929241 10.929241 10.929241 11.458121 11.458121 11.458121
##  [7351] 11.458121 10.594604 11.458121 10.607173 11.458121 11.458121 10.594604
##  [7358] 11.458121 10.594604 11.458121 10.607173 10.929241 10.929241 10.929241
##  [7365] 10.388814  9.191193  9.794398  9.191193 10.424303  9.191193 10.663392
##  [7372] 10.663392  9.830371  9.868475  9.825691  9.866025 10.154026  9.940631
##  [7379] 10.154026 10.154026 10.154026  9.940631 10.154026 10.154026 10.154026
##  [7386] 10.154026 10.154026  9.940631 10.154026 10.154026 10.154026  9.914596
##  [7393] 10.154026 10.641548 10.154026 10.154026 10.154026 10.154026 10.040676
##  [7400] 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676 10.641548
##  [7407] 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676
##  [7414] 10.641548 10.173558 10.173558 10.173558 10.173558 10.173558 10.641548
##  [7421] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398
##  [7428] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398
##  [7435] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.415611
##  [7442] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
##  [7449] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
##  [7456] 10.415611 10.415611 10.415611 10.505124 10.468460 10.468460 10.468460
##  [7463] 10.468460 10.505124 10.505124 10.505124 10.967607 11.084292 11.084292
##  [7470] 10.967607 11.084292 10.967607 11.084292 11.167743 11.167743 10.967607
##  [7477] 10.967607 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
##  [7484] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825  9.103426
##  [7491]  8.642160  8.642160  9.103426  8.551825  8.551825  8.551825  8.642160
##  [7498]  9.045868  9.045868  8.551825  9.045868  9.103426  8.642160  9.103426
##  [7505]  8.642160  8.603690  8.642160  9.045868  8.551825  8.551825  8.642160
##  [7512]  9.045868  8.603690  8.642160  9.045868 10.325029 10.445927 10.445927
##  [7519] 10.445927 10.325029 10.325029 10.325029 10.325029 10.325029 10.445927
##  [7526] 10.445927 10.445927 10.445927 10.325029 10.467467 10.468460 10.467467
##  [7533] 10.467467 10.467467 10.468460 10.468460 10.467467 10.468460 10.468460
##  [7540] 10.467467 10.468460 10.467467 10.468460 10.468460 10.468460 10.468460
##  [7547] 10.467467 10.468460 10.467467 10.468460 10.468460 10.467467 10.468460
##  [7554] 10.468460 10.467467 10.467467 10.467467 10.468460 10.467467 10.468460
##  [7561] 10.468460 10.468460  8.604184  9.584793  9.584793  9.584793  9.584793
##  [7568]  9.584793  9.584793  9.584793  8.551825  9.045868  8.551825  9.045868
##  [7575]  9.045868  8.551825  8.551825  9.045868  9.045868  9.045868  8.393338
##  [7582]  8.393338  8.393338  9.045868  8.393338  9.045868 10.141261 10.141261
##  [7589] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7596] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7603] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7610] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7617] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7624] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
##  [7631] 10.141261 10.141261  9.825691  9.825691  9.839324  9.839324  9.839324
##  [7638]  9.839324 10.464161 10.464161 10.471667 10.471667 10.464161 10.464161
##  [7645] 10.464161 10.471667  8.919423  8.919423  8.919423  9.108488  9.108488
##  [7652]  9.495234  8.919423  8.919423  8.919423  8.919423  8.919423  8.919423
##  [7659]  8.919423 10.240834 10.240834 10.384555 10.384555 10.384555  9.055164
##  [7666]  9.549208  9.844891  9.844891  9.844891  9.055164  9.549208  9.055164
##  [7673]  9.436691  9.846978  9.846978  9.741330  9.741330  9.846978  9.741330
##  [7680]  9.846978  9.741330  9.741330  9.741330  9.741330  9.741330  9.741330
##  [7687]  9.741330 10.620809 10.550346 11.375877 11.375877 11.375877 11.375877
##  [7694] 10.620809 10.630637 10.572042 10.620809 10.572042 10.620809 10.630637
##  [7701] 10.617235 10.617235 10.572042 10.248926 10.550346 10.620809 10.620809
##  [7708] 10.550346 10.718999 10.620809  9.807021 10.718999 10.617597 10.248926
##  [7715]  9.807021 10.248926 10.617597 10.550346  9.807021 10.620809 10.718999
##  [7722] 10.248926 10.617597 10.620809  9.807021  9.807021 10.248926 10.718999
##  [7729] 10.462266 10.618984 10.282997 10.385904 10.385904 10.618984 10.462266
##  [7736] 10.462266 10.385904 10.385904 10.282997 10.462266 10.618984 10.618984
##  [7743] 10.618984 10.618984 10.462266  9.741330 10.462266  9.741330 10.555880
##  [7750] 10.550346 10.550346 10.550346 10.555880 10.550346 10.550346 10.620809
##  [7757] 10.550346 10.523646 10.620809 10.620809 10.523646 10.620809 10.550346
##  [7764] 10.523646 10.550346 10.620809 10.620809 10.307617 10.857833  9.807021
##  [7771]  9.807021 10.307617 10.523646 10.550346 10.630637 11.608415 11.522701
##  [7778] 10.550346 10.550346 10.523646 11.608415 11.522701 11.608415 10.630637
##  [7785] 11.522701 10.523646 11.608415 10.523646 11.522701 10.630637 11.608415
##  [7792] 11.522701 10.550346 10.523646 10.550346 10.450309 10.450309 10.320949
##  [7799] 10.292861 10.292861 10.450309 10.320949 10.450309 10.450309 10.292861
##  [7806] 10.292861 10.450309 10.574770 10.574770 10.574770 10.646522 11.608415
##  [7813] 10.646522 10.646522 11.608415 10.646522 10.646522 11.608415 10.646522
##  [7820] 10.646522 10.646522 10.646522 11.608415 10.467467 10.467467 10.467467
##  [7827] 10.467467 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
##  [7834] 10.415611 10.415611 10.257682 10.257682 10.257682 10.257682 10.257682
##  [7841] 10.257682 10.555880 10.523646 10.523646 10.555880 10.555880 10.555880
##  [7848] 10.555880 10.555880 10.779390 10.786905 10.786905 10.779390 11.590693
##  [7855] 11.590693 10.307617 10.638672 10.307617 10.551098 10.638672 10.307617
##  [7862] 10.307617 10.551098 10.550346 10.620809 10.555880 10.515482 10.555880
##  [7869] 10.515482 10.555880 10.515482 11.590693 11.590693 11.590693 11.590693
##  [7876] 11.031867 11.590693 11.031867 11.590693 11.590693 11.590693 11.590693
##  [7883] 10.308828 10.253121 10.308828 10.253121 10.514050 10.253121 10.413908
##  [7890] 10.472042 11.067870 10.635721 11.368867 11.368867 11.221721 11.067870
##  [7897] 11.221721 10.635721 11.368867 11.420862 11.368867 11.221721 11.221721
##  [7904] 11.067870 11.386589 11.368867 11.368867 10.635721 10.635721 11.420862
##  [7911] 11.067870 11.368867 11.420862 11.368867 11.386589  8.881193  8.881193
##  [7918]  8.881193  8.881193  8.881193  8.881193  8.881193  8.881193 10.150720
##  [7925]  9.537577  9.537577 10.150720 10.150720  9.537577 10.150720  9.537577
##  [7932]  9.087003  9.135411  9.135411  9.087003  9.087003  9.087003 10.172765
##  [7939]  9.892183 10.172765 10.172765 10.172765 10.172765  9.892183 10.172765
##  [7946] 10.172765 10.172765 10.172765 10.172765 10.172765 10.172765 10.172765
##  [7953] 10.384555 10.384555 10.444491 10.444491 10.444491 10.444491  9.289007
##  [7960]  8.812022  9.289007  8.812022  8.812022  8.812022  8.642160  8.642160
##  [7967]  9.289007  9.289007  8.642160  8.642160  8.642160  8.642160  9.289007
##  [7974]  8.642160  9.289007  8.642160  8.642160  8.642160  8.642160 10.260515
##  [7981]  8.642160  8.642160  8.642160  8.642160 10.260515 10.260515 10.260515
##  [7988]  8.642160 10.260515  8.642160  8.642160  8.642160 10.260515  8.642160
##  [7995]  8.642160 10.260515  8.642160 10.260515 10.260515 10.260515  8.642160
##  [8002] 10.260515  8.642160  9.289007  9.289007  9.289007  9.289007  9.289007
##  [8009]  9.289007  9.289007  9.289007  9.289007  9.289007 10.260515 10.260515
##  [8016] 10.260515 10.260515 10.260515  8.642160  8.642160 10.260515 10.260515
##  [8023] 10.260515  8.642160 10.260515 10.260515 10.260515  8.642160  8.551825
##  [8030]  8.853005  8.853005  8.551825  8.551825  8.853005  8.551825  8.551825
##  [8037]  8.853005  8.551825  8.551825  8.551825  8.551825  8.551825  8.551825
##  [8044]  8.551825  8.551825  8.551825  9.862722  8.858235  8.858235  9.862722
##  [8051]  8.858235  9.446641  8.858235  8.858235  9.446641  8.858235  8.858235
##  [8058]  8.858235  8.858235  9.862722  9.862722 10.155180 10.635721 10.129918
##  [8065] 10.635721 10.635721 10.129918 10.635721 10.635721 10.635721 10.129918
##  [8072] 10.155180 10.635721 10.129918 10.635721 10.635721 10.635721 10.635721
##  [8079] 10.635721 10.155180 10.129918 10.129918 10.635721 10.635721 10.635721
##  [8086] 10.776164 10.635721 10.635721 10.635721 10.155180 10.635721 10.635721
##  [8093] 10.635721 10.635721 10.635721 10.635721 10.776164 10.155180 10.155180
##  [8100] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [8107] 10.155180 10.635721 10.635721 10.635721 10.155180 10.635721 10.635721
##  [8114] 10.776164 10.155180 10.776164 10.635721 10.635721 10.635721 10.635721
##  [8121] 10.635721 10.635721 10.635721  9.862722  8.642160  9.862722  8.642160
##  [8128]  9.862722  8.642160  8.642160  8.642160  8.642160  9.862722  9.862722
##  [8135]  8.642160  8.858235  9.446641 10.260515  8.858235  8.858235  9.289007
##  [8142]  9.289007  9.289007  9.289007  9.289007  9.289007 10.260515 10.260515
##  [8149] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
##  [8156] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
##  [8163] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [8170] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
##  [8177] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990  9.796210
##  [8184]  9.796210  9.796210  9.807021  9.796210  9.807021  9.796210  9.796210
##  [8191] 11.608415 10.555880 10.555880 11.608415 11.608415 11.608415 10.555880
##  [8198] 10.555880 10.555880 10.555880 11.608415 11.755561 11.608415 11.608415
##  [8205] 10.555880 11.608415 11.608415 11.608415 11.755561 10.555880 10.581494
##  [8212] 10.555880 10.581494 11.608415 11.608415 11.608415 11.608415 10.555880
##  [8219] 11.608415 11.608415 11.608415 10.555880 11.608415 11.608415 11.608415
##  [8226] 10.555880 11.608415 11.608415 10.555880 10.555880 11.608415 11.608415
##  [8233] 11.608415 11.608415 10.555880 10.555880 10.555880 11.608415 11.608415
##  [8240] 11.608415 10.581494 11.608415 11.608415 11.608415 10.555880 11.755561
##  [8247] 11.608415 10.638239 10.581494 10.513667 10.513667 10.412186 10.412186
##  [8254] 10.412186 10.513667 10.412186 10.513667 10.412186 10.412186 10.412186
##  [8261] 10.513667 10.412186 10.412186 10.513667 10.412186 10.513667 10.513667
##  [8268] 10.412186 10.412186 10.412186 10.412186 10.513667 10.513667 10.412186
##  [8275] 10.513667 10.513667 10.412186 10.513667 10.494362 10.494362 10.513667
##  [8282] 10.412186 10.513667 10.412186 10.494362 10.513667 11.987095 11.987095
##  [8289] 11.987095 11.954825 11.954825 11.954825 11.954825 10.141261 10.141261
##  [8296] 10.141261  9.867513  9.867513  9.867513  9.867513  9.867513 10.072897
##  [8303] 10.118705 10.072897 10.118705 10.072897 10.118705 10.072897 10.118705
##  [8310] 10.072897 10.072897 10.118705 10.072897 10.118705 10.118705 10.118705
##  [8317] 10.118705 10.118705 10.104150 10.118705 10.118705 10.118705 10.104150
##  [8324] 10.104150 10.118705 10.344990 10.344990 10.537935 10.537935 10.617597
##  [8331] 10.550346 10.550346 10.617597 10.550346 10.617597 11.522701 11.522701
##  [8338] 11.522701 10.666364 10.666364 10.666364 10.666364 10.617597 10.617597
##  [8345] 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597
##  [8352] 10.617597 10.666364 10.666364 10.666364 10.666364 10.666364 10.666364
##  [8359] 10.666364 10.666364 10.666364 10.666364  9.639761  9.639761  9.639761
##  [8366]  9.639761 10.344990 10.344990 10.344990 10.344990  9.807021  9.807021
##  [8373]  9.807021  9.087003  9.807021 10.344990  9.796210  9.807021  9.796210
##  [8380]  9.807021  9.796210  9.087003  9.807021  9.794398  9.191193  9.705222
##  [8387]  9.678067  9.678067 10.172765  9.678067  9.678067  8.880954  8.880954
##  [8394]  8.880954  8.880954  8.880954  8.880954  8.880954  8.880954  8.880954
##  [8401]  8.880954  8.880954  8.880954  8.880954  8.880954 11.954825 10.232935
##  [8408] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
##  [8415] 10.232935 10.232935 10.467467 10.467467 10.467467 10.468460 10.468460
##  [8422] 10.468460 10.468460 10.468460 10.467467 10.467467 10.467467  9.839324
##  [8429]  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324
##  [8436]  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324  9.839324
##  [8443]  9.839324  9.839324  9.839324  9.839324  9.839324  9.794398 10.491562
##  [8450] 10.388814 10.388814 10.496187 10.496187 10.496187 10.496187 10.555880
##  [8457] 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880
##  [8464] 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597 10.912250
##  [8471] 10.617597 10.912250 10.617597 10.617597 10.617597 10.755038 10.755038
##  [8478] 10.755038 10.755038 10.755038 10.755038 10.716198 10.716198 10.716198
##  [8485] 10.118705  9.542893  9.542893 10.118705  9.908674  9.908674  9.908674
##  [8492]  9.854467  9.854467  9.854467  9.908674  9.854467  9.908674  9.908674
##  [8499]  9.908674  9.854467  9.854467  9.854467  9.854467  9.908674  9.854467
##  [8506]  9.908674  9.908674  9.854467  9.515523 10.213836  9.515523 10.213836
##  [8513]  9.515523  9.515523 10.191973  9.515523 10.191973  9.515523  9.648774
##  [8520] 10.191973  9.648774  9.648774 10.192350 10.460895 10.460895 10.192350
##  [8527] 10.192350 10.192350 10.460895 10.460895 10.460895 10.493554 10.493554
##  [8534] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
##  [8541] 10.493554 10.493554 10.493554 10.493554 10.493554 10.635721 10.635721
##  [8548] 10.635721 11.221721 11.221721 11.221721 11.221721 11.221721 11.221721
##  [8555] 10.776273 11.153729 11.153729 11.153729  9.696327  9.696327  9.196244
##  [8562]  9.196244  9.807021  9.669295  9.196244  9.196244  9.669295  9.199551
##  [8569]  9.612390  9.612390  9.199551  9.196244  9.196244 10.308876 10.300087
##  [8576] 10.300087 10.308876 10.300087 10.308876 10.369647 10.442027 10.440416
##  [8583] 10.442027 10.440416 10.428991 10.596069 10.623761 10.623761 10.502573
##  [8590] 10.638672 10.617597 10.638672 10.638672 10.666364 10.666364 10.638672
##  [8597] 10.707588 10.707588 10.707588 10.707588 10.707588 10.535118 10.718999
##  [8604] 10.718999 10.572357 10.718999 10.718999  9.618478  9.618478  9.618478
##  [8611]  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435
##  [8618]  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435  9.124435
##  [8625]  9.124435  9.124435  9.124435  8.522985  8.522985  9.009664  9.009664
##  [8632]  9.009664  8.522985  9.009664  9.258571  8.853005  9.258571  8.853005
##  [8639]  8.853005  9.258571  9.258571  9.258571  8.853005  8.853005  9.258571
##  [8646]  8.853005  8.853005  8.853005  8.853005  8.853005  8.853005  8.853005
##  [8653]  8.853005  8.853005  8.853005  8.853005  9.103426  8.551825  8.551825
##  [8660]  8.858235  9.103426  9.442726  9.103426  9.103426  8.551825  9.442726
##  [8667]  8.642160  9.103426  8.642160  8.642160  8.551825  9.103426  8.551825
##  [8674]  9.103426  9.103426  9.103426  9.442726  8.858235  9.442726  9.442726
##  [8681]  8.642160  8.551825  9.442726  8.858235  8.551825  9.442726  9.442726
##  [8688]  8.858235  9.442726  9.442726  8.642160  8.812022  8.812022  9.129973
##  [8695]  9.129973  8.812022  9.129973  9.129973  9.129973  8.812022  8.812022
##  [8702]  8.812022  8.812022  8.812022  8.812022  9.129973  9.129973  9.129973
##  [8709]  8.812022  8.880954  8.880954  9.264747  8.880954  8.880954  8.880954
##  [8716]  8.880954  8.880954  9.264747  9.264747  9.264747  8.880954  9.264747
##  [8723]  8.880954  8.880954  9.264747  9.264747  9.264747  9.264747 11.522701
##  [8730] 11.755561 11.522701 11.755561 11.886833 11.886833 11.987095 11.522701
##  [8737] 11.886833 11.522701 11.755561 11.522701 11.987095 11.522701 11.755561
##  [8744] 11.886833 11.755561 11.522701 11.522701 11.987095 11.755561 11.854522
##  [8751] 11.854522 11.522701  9.584793  9.584793  9.584793  9.584793  9.584793
##  [8758]  9.584793  9.584793 10.472362 10.472362 10.472362 10.472362 10.385904
##  [8765] 10.385904  9.796330  9.920113  9.135411  9.873689  9.087003 10.344990
##  [8772] 10.344990 10.344990 10.624876 10.574770 10.574770 10.624876 10.574770
##  [8779] 10.574770 10.624876 10.624876 10.624876 10.574770 10.624876 10.574770
##  [8786] 10.574770 10.574770 10.574770 10.624876 10.624876 10.574770 10.574770
##  [8793] 10.574770 10.624876 10.344990 10.494681 10.282132 10.494681 10.617597
##  [8800] 10.617597 10.203695 10.203695 10.282132 10.203695 10.378410 10.575622
##  [8807] 10.344990 10.494681 10.494681 10.344990 10.097581 10.494681 10.097581
##  [8814] 10.541105 10.378410 10.494681 10.203695 10.573824 10.573824 10.203292
##  [8821] 10.203292 10.203292 10.344990 11.153729 11.153729 11.153729 11.153729
##  [8828]  8.951528  9.653568  9.877498  9.463396  9.544689  9.838659  9.617101
##  [8835]  9.653568  9.617101  9.463396  9.653568  9.463396  9.838659 11.153729
##  [8842] 11.153729 11.153729 11.153729 10.614933 10.523781 10.641548 10.641548
##  [8849] 10.097581 10.097581 10.203695 10.203695 11.153729 11.153729 11.389999
##  [8856] 11.389999  9.281068 10.282132 10.344990 10.282132 10.344990  9.597516
##  [8863] 10.166488  9.264747  9.597516 10.058781  9.597516  9.264747  9.597516
##  [8870]  9.264747  9.597516 10.058781  9.597516  8.880954  8.880954  8.880954
##  [8877]  8.880954  9.584793 10.325277  9.648774  9.584793  9.584793 10.325277
##  [8884]  9.584793  9.648774  9.584793 10.325277 10.325277 10.325277  9.618478
##  [8891] 10.256245  9.611888 10.325277 10.486393 10.453990 10.453990 10.486393
##  [8898] 10.486393 10.453990 10.453990 10.486393 10.453990 10.486393 10.334250
##  [8905] 10.334250 10.334250 10.334250 10.334250 10.486393 10.453990 10.334250
##  [8912] 10.260515 10.640460 10.260515  9.264747 10.260515 10.260515 10.260515
##  [8919] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
##  [8926] 10.640460 10.260515 10.260515 10.640460 10.260515 10.260515 10.260515
##  [8933] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
##  [8940] 10.260515 10.260515 10.260515 10.428991 10.428991 10.428991 10.774333
##  [8947] 10.755038 10.755038 10.755038 10.755038 10.755038  8.947441  9.646818
##  [8954]  8.947441  8.965049  9.646818  8.965049  9.138695  9.439316  9.439316
##  [8961] 10.399535 10.254289 10.254289 10.254289 10.254289 10.358412 10.134842
##  [8968] 10.254289 10.254289 10.134842 10.333696 10.254289  9.537577 10.254289
##  [8975] 10.254289 10.333696 10.254289 10.134842  9.537577 10.254289 10.424711
##  [8982] 10.377996 10.377996 10.260068 10.377996 10.377996 10.377996 10.260068
##  [8989] 10.377996 10.424711 10.260068 10.377996 10.377996 10.424711 10.377996
##  [8996]  9.797573  9.810726  9.797573  9.825691  9.797573  9.797573  9.797573
##  [9003]  9.797573  9.825691  9.797573  9.810726  9.797573  9.831860  9.831860
##  [9010]  9.825691  9.831860  9.831860 10.072897  8.947685  8.947685  9.442726
##  [9017]  9.442726  9.542893  9.542893  9.375236  9.375236 10.635721 10.635721
##  [9024] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [9031] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [9038] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
##  [9045] 10.635721 10.635721 10.635721 10.635721 10.577925 10.994411 10.994411
##  [9052] 10.577925 10.562886  9.327450  9.355916  9.045868  9.327450  9.327450
##  [9059]  9.327450  9.355916  9.045868  9.045868  9.355916  9.355916  9.327450
##  [9066]  9.327450  9.436936  9.436936  9.436936  9.436936  9.034494  9.436691
##  [9073]  9.436691  9.034494 10.947576 10.947576 10.947576 10.947576 10.947576
##  [9080] 10.947576 11.024096 11.024096 11.024096 11.024096 11.024096  9.463396
##  [9087]  8.880954  8.880954  8.880954  8.880954  9.463396  8.880954  9.463396
##  [9094]  8.880954  9.463396  8.880954  9.463396  8.880954  8.880954  9.350848
##  [9101]  9.350848  9.463396  9.463396  8.880954  9.350848  8.880954  9.463396
##  [9108]  9.463396 10.285791 10.285791 10.285791 10.467467 10.467467 10.467467
##  [9115] 10.467467 10.285791 10.285791 10.467467 10.467467 10.467467 10.467467
##  [9122] 10.467467 10.467467 10.467467 10.467467 10.285791 10.467467 10.467467
##  [9129] 10.467467 10.285791 10.467467 10.467467 10.285791 10.467467 10.467467
##  [9136] 10.285791 10.467467 10.285791 10.467467 10.467467 10.467467 10.467467
##  [9143] 10.546015 10.546015 10.442285 10.442285 10.546015 10.442285 10.546015
##  [9150] 10.546015 10.546015 10.546015 10.546015 10.546015 10.546015 10.546015
##  [9157] 10.442285 10.546015 10.442285 10.730637 10.730637 10.260515 10.260515
##  [9164] 10.640460 10.260515 10.166488 10.118623 10.730637  9.597516 10.260515
##  [9171] 10.730637 10.118623 10.166488 10.260515 10.730637 10.118623 10.118623
##  [9178] 10.730637 10.058781 10.260515 10.118623 10.730637 10.730637 10.166488
##  [9185] 10.118623 10.730637 10.260515 10.118623 10.118623 10.260515 10.730637
##  [9192] 10.260515 10.260515 10.118623 10.166488 10.118623 10.118623 10.730637
##  [9199] 10.730637 10.640460 10.730637 10.118623 10.118623 10.118623 10.118623
##  [9206] 10.654785 10.260515 10.907573 10.907573 10.907573 10.907573 10.907573
##  [9213] 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573
##  [9220] 11.425942 10.514050 11.425942 10.542844 10.514050 10.514050 11.425942
##  [9227] 10.514050 10.542844 11.425942 11.425942 10.514050 10.542844 10.542844
##  [9234] 10.542844 10.542844 10.542844 10.514050 10.514050 10.542844 10.514050
##  [9241] 11.425942 11.425942 10.542844 11.425942 10.514050 10.514050 11.425942
##  [9248] 11.425942 10.542844 11.425942 10.542844 11.425942 10.542844 11.425942
##  [9255] 11.425942 10.542844 10.542844 10.514050 11.425942 11.425942 10.514050
##  [9262] 10.514050 11.425942 10.542844 10.542844 10.542844 11.425942 11.425942
##  [9269] 11.425942 10.542844 10.514050 11.425942 10.514050 11.425942 10.514050
##  [9276] 10.514050 10.514050 11.425942 11.425942 11.425942 11.425942 11.425942
##  [9283] 10.542844 10.542844 11.425942 10.514050 11.425942 10.514050 11.425942
##  [9290] 11.425942 10.514050 10.514050 11.425942 10.542844 11.425942 10.542844
##  [9297] 11.257893 10.514050 10.542844 10.542844 10.542844 10.514050 11.425942
##  [9304] 11.257893 11.425942 10.514050 11.425942 10.514050 10.542844 10.260515
##  [9311] 10.193905 10.193905 10.260515 10.260515 10.193905 10.260515  9.813991
##  [9318]  9.289007  9.289007  9.813991  9.129973  9.705222  9.678067  9.705222
##  [9325]  9.678067  9.678067  9.678067  9.678067  9.705222  9.678067  9.705222
##  [9332]  9.705222  9.705222  9.678067  9.678067  9.678067 10.663392 10.663392
##  [9339] 10.133805 10.308693 10.759992 10.759992 10.133805 10.133805  9.103426
##  [9346] 10.759992 10.218516 10.218516 10.218516  9.103426  9.103426 10.133805
##  [9353] 10.133805  9.103426 10.308693 10.759992 10.308693 10.759992 10.308693
##  [9360] 10.218516 10.759992  9.103426 10.640385 10.133805  9.103426 10.133805
##  [9367] 10.133805 10.759992 10.308693  9.103426 10.218516 10.759992 10.759992
##  [9374] 10.759992 10.759992 10.759992 10.635721  9.103426 10.640385 10.133805
##  [9381]  9.103426 10.218516 10.133805 10.133805 10.218516 10.759992 11.112503
##  [9388] 11.112503 11.112503 11.112503 11.112503 11.112503 11.112503 11.112503
##  [9395] 11.112503 11.112503 11.112503 11.112503 10.891325 10.334250 10.485436
##  [9402] 10.891325 10.334250 10.334250 10.485436 10.334250 10.334250 11.293370
##  [9409] 11.293370 10.891325 10.334250 10.334250 10.334250 10.334250 10.485436
##  [9416] 11.293370 10.485436 10.891325 10.891325 10.334250 10.485436 10.334250
##  [9423] 10.485436 10.334250 10.334250 10.485436 10.891325 10.485436 10.891325
##  [9430] 10.334250 10.334250 11.293370 11.293370 11.293370 10.891325 11.293370
##  [9437] 10.485436 10.485436 10.485436 10.485436 10.334250 10.485436 10.334250
##  [9444] 10.485436 11.293370 10.485436 10.485436 10.485436 10.334250 10.485436
##  [9451] 10.485436 10.334250 10.334250 10.485436 11.293370 10.334250 10.485436
##  [9458] 10.334250 10.485436 10.334250 10.334250 11.293370 10.485436 10.891325
##  [9465] 10.891325 10.891325 10.485436 10.891325 10.334250 10.891325 10.485436
##  [9472] 10.334250 10.485436 11.293370 10.334250 11.293370 10.485436 10.334250
##  [9479] 11.293370 10.334250 10.891325 10.891325 10.334250 10.334250 11.293370
##  [9486] 11.293370 10.485436 10.334250 10.891325 10.334250 10.334250 10.891325
##  [9493] 10.891325 10.891325 10.334250 10.891325 10.334250 11.293370 10.485436
##  [9500] 10.485436 10.485436 10.485436 10.334250 10.485436 10.485436 11.293370
##  [9507] 10.485436 10.485436 10.891325 10.334250 10.334250 10.891325 10.776164
##  [9514] 10.334250 10.334250 10.776164 10.776164 10.334250 10.334250 10.334250
##  [9521] 10.485436 10.891325 10.891325 10.334250 10.891325 10.485436 10.485436
##  [9528] 10.485436 10.776164 10.891325 11.293370 10.891325 10.891325 10.485436
##  [9535] 10.891325 10.485436 11.293370 10.334250 10.334250 10.334250 10.776164
##  [9542] 10.334250 10.334250 10.891325 10.776164 10.334250 10.334250 10.485436
##  [9549] 10.891325 10.485436 10.334250 10.334250 10.485436 10.418372  8.926012
##  [9556]  8.926012  8.926012  9.096492  9.096492  8.926012  8.926012 10.620809
##  [9563] 11.522701 11.854522 11.522701 10.620809 11.854522 11.522701 11.522701
##  [9570] 11.522701 11.854522 10.620809 10.572042 10.306902 10.617597 11.443925
##  [9577] 10.248926 10.248926 10.617597 11.443925 10.617597 10.306902 11.522701
##  [9584] 11.701134 11.823552 11.823552 11.755561 11.755561 11.755561 11.755561
##  [9591] 11.755561 11.755561 11.755561 11.755561 11.755561 11.755561  9.597516
##  [9598]  9.597516 10.143250 10.143250  9.463396  9.807021  9.463396  9.807021
##  [9605]  9.807021  9.463396  9.463396  9.807021  9.463396  9.807021 10.022304
##  [9612] 10.022304 10.141261 10.141261 10.141261 10.141261  9.985528  9.985528
##  [9619] 10.166053 10.166053 10.326117 10.166053 10.166053 10.166053 10.285461
##  [9626]  9.919893 10.285461 10.326117  9.919893 10.166053  9.839324 10.326117
##  [9633]  9.992742  9.992742  9.919893  9.992742 10.285461 10.326117  9.839324
##  [9640]  9.992742  9.919893  9.839324  9.992742  9.992742  9.992742 10.285461
##  [9647]  9.992742  9.839324  9.992742  9.992742 10.285461 10.285461  9.992742
##  [9654]  9.992742  9.918970  9.943620  9.918970  9.914596  9.943620  9.825691
##  [9661]  9.914596  9.918970  9.918970  9.839324  9.933009  9.825691  9.839324
##  [9668]  9.933009  9.825691  9.825691  9.825691  9.933009  9.936074  9.936074
##  [9675]  9.839324  9.825691  9.839324  9.933009  9.943620  9.825691  9.936074
##  [9682]  9.825691  9.936074  9.943620  9.936074  9.839324  9.943620  9.936074
##  [9689]  9.936074  9.839324  9.914596  9.914596  9.914596  9.943620 10.058781
##  [9696]  9.350848  9.597516  9.055164  9.350848  9.597516  9.055164  9.055164
##  [9703]  9.597516  9.350848  9.350848  9.597516  9.597516  9.350848  9.055164
##  [9710]  9.597516  9.055164  9.350848 10.453990  9.562213 10.453990 10.453990
##  [9717] 10.453990 10.453990 10.453990  9.584793 10.453990 10.453990 10.462368
##  [9724]  9.611888 10.462368 10.462368 10.334250  9.584793 10.118705 10.334250
##  [9731] 10.462368 10.118705 10.462368 10.238716 10.462368 10.238716  9.584793
##  [9738]  9.611888 10.453990 10.453990 10.334250 10.238716 10.453990 10.334250
##  [9745] 10.453990 10.453990 10.118705 10.453990 10.118705  9.584793 10.141261
##  [9752] 10.141261 10.141261 10.141261 10.141261 10.035524 10.131847 10.131847
##  [9759] 10.035524 10.035524 10.035524 10.131847 10.131847 10.035524 10.035524
##  [9766] 10.035524 10.035524 10.141261 10.141261 10.141261 10.141261 10.141261
##  [9773] 10.141261  9.916283  9.869936  9.916283  9.916283  9.869936  9.869936
##  [9780]  9.810726  9.869936  9.869936  9.869936  9.810726  9.810726  9.829098
##  [9787]  9.829098  9.916283  9.916283  9.829098  9.916283 10.136069 10.136069
##  [9794]  9.940593 10.136069 10.136069  9.940593  9.940593  9.930831  9.930831
##  [9801] 10.136069 10.136069 10.136069  9.930831  9.930831 10.136069 10.136069
##  [9808] 10.136069  9.930831 10.136069  9.930831 10.136069  9.930831  9.930831
##  [9815]  9.436936  9.034494  9.045868  9.034494 10.118705 10.238716 10.118705
##  [9822]  9.584793  9.584793 10.118705  9.711236 10.118705 10.238716  9.584793
##  [9829]  9.611888 10.325277 10.118705  9.584793 10.118705  9.611888  9.289007
##  [9836]  9.289007  9.289007  9.289007  8.529261  8.529261  8.529261 10.821751
##  [9843] 10.821751 10.821751 10.821751 10.821751 10.821751 10.574770 10.574770
##  [9850] 10.574770 10.574770 10.574770 10.574770 11.822252 11.822252 11.822252
##  [9857] 11.822252 10.334250 10.334250 10.453990 10.453990 10.453990 10.334250
##  [9864] 10.453990 10.453990 10.334250 10.453990 10.334250 10.453990 10.334250
##  [9871] 10.453990 10.453990 10.334250 10.334250 10.453990 10.334250 10.453990
##  [9878] 10.453990 10.813542 10.813542 10.813542 10.640385 10.635721 10.635721
##  [9885]  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868  9.045868
##  [9892] 10.312375 10.172200 10.172200  9.267318 10.172200 10.312375  9.267318
##  [9899] 10.172200  9.267318 10.312375 10.191973 10.191973 10.191973 10.191973
##  [9906] 10.191973  9.542618 10.191973 10.170325 10.118705  9.045868 10.191973
##  [9913] 10.191973 10.191973  9.045868 10.118705 10.191973  9.542618 10.776164
##  [9920] 10.813542 10.813542 10.891325 10.486393 10.594604 10.891325 10.594604
##  [9927] 10.594604 10.891325 10.594604 10.594604 10.594604 11.293370 11.293370
##  [9934] 10.891325 10.891325 10.891325 11.293370 11.293370 10.891325 11.293370
##  [9941] 10.891325 11.293370 10.891325 10.891325 11.293370 10.891325 10.891325
##  [9948] 11.293370 11.293370  9.834741  9.914184  9.834741  9.834741  9.834741
##  [9955]  9.834741  8.616613  9.096492  8.616613  8.616613  8.616613  8.616613
##  [9962]  8.616613  8.616613  8.616613  8.616613  9.096492  8.616613  8.616613
##  [9969]  8.616613  9.096492  8.411299  8.922706  8.922706  8.411299  8.922706
##  [9976]  8.922706  8.411299  8.922706  8.411299  8.922706  8.880954  8.880954
##  [9983]  8.965049  8.965049  8.514475  9.657268  9.657268  9.612390  9.612390
##  [9990] 11.084292 11.084292 11.886833 10.312375 10.164293 10.312375 10.164293
##  [9997] 10.230804 10.312375 10.428991 10.428991 10.428991 10.428991 10.300087
## [10004] 10.300087 10.300087 10.300087  9.585514  9.542441  9.542441  8.604184
## [10011]  8.604184  9.542441  9.542441  9.196244  9.196244  9.700548  9.196244
## [10018]  9.700548  9.669295  9.700548  9.196244  9.657268  9.700548  9.657268
## [10025]  9.700548  9.196244  9.196244  9.196244  9.196244  9.196244  9.700548
## [10032] 10.161170 10.161170  9.657268  9.700548  9.657268  9.196244  9.196244
## [10039]  9.196244  9.196244  9.196244 10.161170  9.700548  9.700548  9.196244
## [10046]  9.657268 10.308828  9.103426  8.642160  9.103426  9.045868  8.642160
## [10053]  8.642160  9.103426  9.045868  8.642160  9.103426  9.045868  9.103426
## [10060]  8.642160  8.642160  9.103426 10.249398  9.045868  9.045868  9.045868
## [10067] 10.249398  9.045868  9.045868 10.232935 10.230804 10.230804 10.249398
## [10074] 10.232935 10.249398 10.232935  9.045868 10.230804  9.045868  9.045868
## [10081] 10.280094  9.045868 10.280094 10.280094 10.280094 10.424711 10.280094
## [10088]  9.045868 10.205227 10.205227 10.280094 10.424711 10.280094 10.424711
## [10095] 10.280094 10.424711 10.424711  9.045868 10.424711  9.045868 10.262700
## [10102] 10.424711 10.280094 10.424711  9.045868  9.045868 10.280094 10.280094
## [10109] 10.205227 10.205227  9.045868 10.424711 10.280094 10.280094 10.280094
## [10116]  9.045868 10.280094 10.280094 10.280094  9.045868 10.424711 10.424711
## [10123] 10.205227  9.045868 10.424711 10.280094  9.045868 10.280094 10.424711
## [10130] 10.424711  9.045868 10.262700  9.045868 10.280094 10.424711 10.280094
## [10137] 10.280094 10.424711 10.424711 11.112503 11.112503 11.112503 11.112503
## [10144] 11.112503 11.112503 10.260515 10.260515 10.891325 11.293370 10.891325
## [10151] 11.293370 11.293370 10.891325 10.891325 11.293370 10.891325 11.293370
## [10158] 10.891325 11.293370 10.891325 10.891325 11.293370 11.293370 11.293370
## [10165] 10.891325 10.507098 10.507098 10.494362 10.494362 10.507098 10.494362
## [10172] 10.538642 10.507098 10.507098 10.538642 10.507098 10.538642 10.579457
## [10179] 10.579457 10.721126 10.588787 10.588787 10.579457 10.588787 10.588787
## [10186] 10.588787 10.538642 10.721126 10.538642 10.588787 10.588787 10.721126
## [10193] 10.538642 10.538642 10.588787  9.009664  9.560581  9.009664 10.227842
## [10200] 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842
## [10207] 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842 10.513667
## [10214] 10.513667  9.907402 10.513667  9.907402 10.513667 10.513667 10.513667
## [10221] 10.513667 10.513667 10.513667  9.796926  9.796926  9.841347  9.788405
## [10228]  9.788405  9.788405  9.796926 10.245107  9.495234 10.245107 10.245107
## [10235]  9.495234 10.245107  9.495234 10.245107  9.495234 10.245107  9.495234
## [10242] 10.245107 10.245107 10.245107  9.495234 10.245107  9.495234 10.245107
## [10249]  9.495234  9.495234  9.601716  9.700146  9.601716  9.700146  9.700146
## [10256]  9.601716  9.700146  9.700146  9.601716 10.172765 10.253316 10.253316
## [10263] 10.172765 10.172765 10.253316 10.253316 10.453452 10.453452 10.453452
## [10270] 10.456466 10.456466 10.456466 10.456466 10.456466 10.456466 10.456466
## [10277] 10.456466  9.375236  9.218672  9.004249  9.455809  9.218672  9.218672
## [10284]  9.218672  9.004249  9.218672  9.375236  9.218672  9.825810  9.218672
## [10291]  9.375236  9.218672  9.218672  9.218672  9.825810  9.218672 10.163488
## [10298] 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488
## [10305] 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488
## [10312] 10.163488 10.163488 10.163488 10.088133 10.088133 10.088133 10.088133
## [10319] 10.088133 10.088133 10.088133 10.088133 10.635721 10.635721 10.635721
## [10326] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10333] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10340] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10347] 10.635721 10.635721 10.813542 10.813542 10.813542 10.776164 10.813542
## [10354] 10.813542 10.813542 10.813542 10.813542 10.550346 10.617597 10.550346
## [10361] 10.550346 10.617597 10.591369 10.617597 10.617597 10.550346 10.550346
## [10368] 10.591369 10.617597 10.550346 10.617597 10.617597 10.617597 10.617597
## [10375] 10.591369 10.550346 10.617597 10.550346 10.550346 10.617597 10.617597
## [10382] 10.203695 10.617597 10.617597 10.617597 10.203695 10.617597 10.617597
## [10389] 10.617597 10.617597 10.203695 10.617597 10.617597 10.203695 10.617597
## [10396] 10.203695 10.617597 10.203695 10.617597 10.617597 10.617597  9.678067
## [10403]  9.678067  9.678067  9.678067  9.678067  9.678067  9.678067  9.678067
## [10410] 10.491562  9.678067  9.678067 10.491562  9.678067  9.678067 10.491562
## [10417] 10.510857 10.635721 10.373985 10.759992 10.263978 10.373985 10.635721
## [10424] 10.614933 10.614933 10.465862 10.465862 10.465862 10.465862 10.547930
## [10431] 10.614933 10.465862 10.465862 10.614933 10.465862 10.614933 10.465862
## [10438] 10.614933 10.465862 10.465862 10.465862 10.493554 10.493554 10.493554
## [10445] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
## [10452] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
## [10459] 10.703163 10.703163 10.703163 10.703163 10.703163 10.703163 10.703163
## [10466] 10.703163  8.540451  9.034494  8.540451  8.522985  8.540451  8.522985
## [10473]  9.034494  8.522985  8.853005  8.853005  8.540451  9.034494  9.034494
## [10480]  8.540451  8.853005  8.540451  9.103426  9.103426  9.103426  9.103426
## [10487]  9.103426 10.267702 10.267702 10.273286 10.273286 10.185344 10.273286
## [10494] 10.185344 10.273286 10.254691 10.254691 10.254691 10.254691 10.254691
## [10501] 10.635721 10.635721 10.254691 10.635721 10.635721 10.254691 10.254691
## [10508] 10.254691 10.254691 10.254691 10.254691 10.254691 10.254691 10.635721
## [10515] 10.254691 10.635721 10.635721 10.254691 10.635721 10.254691 10.254691
## [10522] 10.254691 10.254691 10.635721 10.254691 10.254691 10.635721 10.254691
## [10529] 10.254691  9.678067  9.678067  9.678067  9.678067  9.678067  9.678067
## [10536]  9.678067 10.513667 10.582237 10.513667 10.582237 10.513667 10.582237
## [10543] 10.582237 10.582237 10.513667 10.513667 10.513667 10.582237 10.582237
## [10550] 10.513667 10.582237 10.582237 10.513667 10.513667 10.513667 10.513667
## [10557] 10.582237 10.513667 10.582237 10.513667 10.582237 10.513667 10.582237
## [10564] 10.582237 10.582237 10.582237 10.513667 10.502785 10.502785 10.513667
## [10571] 10.502785 10.502785 10.513667 10.502785 10.502785 10.502785 10.513667
## [10578] 10.513667 10.513667 10.502785 10.513667 10.513667 10.595215 10.595215
## [10585] 10.595215 10.595215 10.595215 10.737844 10.737844 10.595215 10.595215
## [10592] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10599] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10606] 10.595215 10.595215 10.595215 10.595215 10.737844 10.595215 10.595215
## [10613] 10.737844 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10620] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10627] 10.595215 10.595215 10.239304 10.485436 10.239304 10.239304 10.485436
## [10634] 10.239304 10.485436 10.485436 10.239304 10.239304 10.239304 10.239304
## [10641] 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304
## [10648] 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304
## [10655]  9.880862 10.119869 10.119869  9.880862 10.119869  9.880862  9.880862
## [10662] 10.119869 10.119869 10.119869  9.880862 10.119869  9.880862  9.880862
## [10669] 10.119869  9.880862 10.150720  9.943620 10.150720  9.943620 10.150720
## [10676]  9.943620 10.444491 10.444491 10.444491 10.444491 10.444491  9.414870
## [10683]  9.612390  9.612390  9.414870  9.496305  9.496305 10.120513 10.120513
## [10690]  9.463396  9.495234 10.530265  9.434136 10.491690  9.463396  9.463396
## [10697] 10.491690  9.434136  9.434136 10.530265 10.530265 10.491690  9.463396
## [10704]  9.463396  9.495234  9.495234  9.495234  9.495234 10.502573 10.491690
## [10711]  9.463396  9.495234  9.463396  9.495234 10.491690  9.495234  9.463396
## [10718] 10.307617  9.463396 10.502573  9.865561 10.166488  9.129973 10.172765
## [10725]  9.129973  9.129973  9.597516  9.597516  9.129973  9.129973  9.395667
## [10732] 10.173213  9.129973  9.395667  9.597516  9.045868  9.103426  9.045868
## [10739]  9.045868  9.103426  8.551825  8.642160  8.642160  8.551825  9.045868
## [10746]  9.045868  8.001759  8.001759  8.001759  9.045868  9.045868  8.001759
## [10753]  9.045868  8.001759  9.045868  8.001759  9.045868  9.045868 10.307617
## [10760] 10.307617 10.307617 10.307617 10.307617 10.307617 10.307617 10.617597
## [10767] 10.617597 10.307617 10.307617  9.807021 10.307617 10.307617  9.807021
## [10774] 10.307617 10.617597  9.807021 10.307617 10.617597 10.307617 10.307617
## [10781] 10.574770 10.574770 10.282997 10.282997 10.282997 10.282997 10.282997
## [10788] 10.282997 10.439894 10.439894 10.385904 10.385904 10.118705 10.128564
## [10795]  9.573420 10.118705  9.573420  9.542618  9.573420  9.573420 10.129251
## [10802] 10.119869 10.191376  9.542618 10.128564 10.128564 10.191376 10.183067
## [10809] 10.150720  9.542618 10.191376 10.191376 10.128564 10.128564 10.148783
## [10816] 10.191376 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10823] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10830] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10837] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10844] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10851] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10858] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10865] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10872] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10879] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10886] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10893] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10900] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10907] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10914] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10921] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10928] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10935] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10942] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10949] 10.635721 10.635721 10.635721 10.308828 10.308828  9.267318  9.267318
## [10956]  9.267318  9.267318  9.267318  9.267318  9.267318  9.267318  9.103426
## [10963] 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832
## [10970] 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832
## [10977] 11.954825 11.167743 11.954825 11.954825 11.987095 11.987095 11.987095
## [10984] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825  9.865561
## [10991]  9.865561  9.865561  9.865561  9.135411  9.796330  9.741529  9.135411
## [10998] 10.344990 10.344990 10.541105 10.541105 10.541105 10.541105 10.344990
## [11005] 10.617597 10.494681 10.203695 10.617597 10.494681 10.203695 10.344990
## [11012] 10.494681 10.575622 10.494681 10.344990 10.344990 10.344990 10.573824
## [11019] 10.573824 10.344990 10.494681 10.344990 10.203292 10.203292 10.203292
## [11026] 10.413908 10.413908 10.333696 10.333696 11.590693 11.590693 11.590693
## [11033] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11040] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11047] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11054] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11061] 10.010544 10.010544 10.010544  9.281068  8.542748  8.542748  8.542748
## [11068]  9.021480  9.021480  9.021480  9.021480  9.021480  9.021480  9.021480
## [11075]  9.021480 10.172765  9.129973  9.129973 10.172765  9.289007  9.129973
## [11082]  9.129973  8.812022  9.129973  9.129973  9.129973  8.551825  8.551825
## [11089] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095
## [11096] 11.987095  9.021480  9.055164 10.188093 10.087996 10.087996  9.825691
## [11103]  9.825691  9.839324  9.825691 10.087996 10.188093  9.839324  9.839324
## [11110] 10.188093  9.839324  9.839324  9.825691 10.087996 10.087996  9.839324
## [11117]  9.825691 10.148783 10.148783  9.839324  9.825691 10.129251 10.148783
## [11124] 10.129251 10.148783  9.258571  9.258571 10.123607 10.123607 10.123607
## [11131]  9.258571 10.123607 10.123607 10.123607 10.123607 10.123607 10.123607
## [11138] 10.123607  9.258571 10.123607 10.123607 10.123607 10.123607 10.123607
## [11145] 10.123607 10.123607 10.123607  9.584793 10.424711 10.424711 10.467467
## [11152] 10.467467 10.467467  9.584793  9.584793 10.424711  9.584793 10.467467
## [11159] 10.424711  9.584793 10.467467 10.424711 10.424711  9.584793 10.467467
## [11166]  9.584793  9.584793 10.424711  9.584793 10.424711  9.584793  9.584793
## [11173] 10.467467  9.584793 10.205227 10.260068 10.260068 10.205227 10.260068
## [11180] 10.260068 10.205227 10.205227 10.205227 10.205227 10.260068 10.260068
## [11187]  9.196244 10.344990  9.196244  9.196244  9.196244  9.196244  9.196244
## [11194]  9.196244  9.196244  9.196244 10.344990  9.196244  9.196244  9.196244
## [11201]  9.096492  9.096492  9.096492  9.096492  9.096492  9.096492  9.096492
## [11208]  9.096492  9.096492  9.810726  9.810726  9.810726  9.810726  9.810726
## [11215]  9.825691  9.810726  9.810726  9.825691  9.810726  9.810726  9.810726
## [11222]  9.841347  9.841347  9.841347  9.841347  9.810726  9.810726  9.810726
## [11229]  9.825691  9.810726  9.825691  9.810726  9.825691  9.810726  9.810726
## [11236]  9.825691  9.841347  9.825691  9.841347  9.841347 11.886833 11.886833
## [11243] 11.886833  9.108488  9.108488  8.926012  8.926012  9.395667  9.395667
## [11250]  9.108488  8.926012  8.926012  8.588116  8.588116  8.588116  8.588116
## [11257]  8.588116  8.588116 11.822252 11.822252 11.822252 11.822252 11.822252
## [11264] 11.822252 11.822252 11.822252 11.822252 11.822252 11.822252 11.822252
## [11271] 11.822252 11.822252 11.954825  9.463396  9.463396  9.463396  9.463396
## [11278]  9.463396  9.463396  9.463396  9.463396  9.463396  9.463396  9.463396
## [11285]  9.463396  9.129973  9.129973  9.129973  9.129973  9.073831  8.540451
## [11292]  9.073831  9.055164  8.540451 10.058130  9.055164  9.639761  9.639761
## [11299]  9.129973  9.129973  9.055164  9.628336  9.055164 10.494362 10.494362
## [11306] 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362
## [11313] 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362
## [11320] 10.494362 10.494362 10.494362 10.494362 10.494362 11.987095 11.987095
## [11327] 11.987095 10.438422 10.264179 10.438422 10.438422 10.335136 10.264179
## [11334] 10.335136 10.335136 10.438422 10.438422 10.345947 10.438422 10.345947
## [11341] 10.438422  9.618478  9.618478 10.345947 10.438422 10.345947  9.618478
## [11348] 10.438422 10.345947  9.618478 10.345947 10.438422  8.880954  8.880954
## [11355]  8.880954  8.880954  8.880954  8.880954  8.880954 10.359017 10.519467
## [11362] 10.598519 10.359017 10.359017 10.359017 10.598519 10.464161 10.216981
## [11369] 10.464161 10.464161 10.598519 10.464161 10.216981 10.216981 10.598519
## [11376] 10.464161 10.464161 10.464161 10.598519 10.573560 10.464161 10.598519
## [11383] 10.639411 10.464161 11.169652 11.169652 11.169652 10.647773 10.598519
## [11390] 10.598519 11.083938 10.548414 11.083938 10.647773 10.548414 10.548414
## [11397] 10.548414 10.647773 11.083938 11.169652 11.169652 11.169652 10.598519
## [11404] 11.083938 10.598519 10.548414 10.548414 11.083938 10.548414 11.083938
## [11411] 10.548414  9.108488  9.108488  9.600658  9.108488  9.600658  9.108488
## [11418]  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234  9.495234
## [11425]  9.495234  9.495234  9.495234 10.530533 10.470614 10.344990 10.470614
## [11432] 10.470614 10.470614 10.344990 10.344990 10.470614 10.470614 10.344990
## [11439] 10.460895 10.344990 10.344990 10.344990 10.530533 10.344990 10.344990
## [11446] 10.530533 10.460895 10.460895 10.344990 10.344990 10.530533 10.470614
## [11453] 10.510617 10.344990 10.510617 10.344990 10.510617 10.530533 10.344990
## [11460] 10.460895 10.335136  9.907412  9.907412 10.470614 10.470614 10.496241
## [11467] 10.470614 10.344990 10.344990 10.496241 10.470614  9.907412 10.496241
## [11474] 10.496241 10.335136 10.344990 10.344990 10.335136 10.335136 10.335136
## [11481] 10.344990 10.460895 10.470614 10.470614 10.460895 10.344990 10.470614
## [11488] 10.460895 10.344990 10.344990  9.907412  9.907412 10.344990  9.907412
## [11495]  9.907412 10.344990 10.344990  9.907412 10.344990 10.413908 10.413908
## [11502] 10.345947 10.436098 10.325277 10.436098 10.436098 10.325277 10.436098
## [11509] 10.345947 10.345947 10.325277 10.325277 10.436098 10.436098 10.325277
## [11516] 10.436098  9.593990  9.650032  9.650032  9.650032  9.650032  9.650032
## [11523]  9.650032  9.650032  9.650032  9.650032  9.650032 10.123607 10.123607
## [11530]  9.004249  9.004249  9.004249  9.004249 10.123607 10.123607 10.166488
## [11537]  9.264747  9.264747 10.166488 10.166488  9.264747  9.264747  9.264747
## [11544]  9.264747 10.166488  9.264747  9.264747  9.264747 10.166488  9.264747
## [11551]  9.264747 10.166488  9.264747 10.166488 10.166488 10.166488  9.264747
## [11558] 10.166488  9.264747  9.264747  9.264747 10.166488 10.166488 10.166488
## [11565] 10.500886 10.444491 10.500886 10.444491 10.500886 10.444491 10.444491
## [11572] 10.444491 10.444491 10.500886 10.444491 10.444491 10.500886 10.444491
## [11579] 10.500886 10.500886 10.500886 10.500886 10.462776 10.462776 10.462776
## [11586] 10.500886 10.500886 10.500886 10.500886 10.500886 10.500886 10.462776
## [11593] 10.462776 10.500886 10.462776 10.491690 10.491562 10.491690 10.491562
## [11600] 10.491690 10.491690 10.491562 10.491562 10.813542 10.852899 10.852899
## [11607] 11.458121 10.891325 10.891325 10.891325 10.891325 10.891325 10.891325
## [11614] 10.527285 10.608734 10.608734 10.527285 10.608734 10.527285 10.232935
## [11621] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [11628] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [11635] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.486393
## [11642] 10.594604 10.594604 10.929241 10.486393 10.486393 10.594604 10.929241
## [11649] 10.594604 10.594604 10.594604 10.594604 10.486393 10.929241 10.486393
## [11656] 10.929241 10.594604 10.486393 10.594604 10.486393 10.594604 10.486393
## [11663] 10.486393 10.929241 10.594604 10.594604  8.411299  9.015484  9.616652
## [11670]  9.646818 10.161170 10.161170  9.600658  9.600658 10.161170 10.161170
## [11677]  9.646818 10.178663  9.496305  9.496305  9.722567  9.722567 10.178663
## [11684]  9.797573  9.869936  9.841347  9.841347  9.841347  9.841347  9.841347
## [11691]  9.841347  9.841347  9.841347  9.841347  9.841347  9.841347  9.841347
## [11698]  9.841347  9.841347  9.841347  9.841347  9.841347  9.841347  9.841347
## [11705]  9.914184 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573
## [11712] 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573 11.425942
## [11719] 11.425942 11.425942 11.590693 11.590693 11.425942 11.425942 11.425942
## [11726] 11.425942 11.590693 11.425942 11.590693 11.425942 11.590693 11.590693
## [11733] 11.425942 11.425942 11.425942 11.425942 11.425942 11.425942 11.425942
## [11740] 11.590693 11.590693 11.590693 11.425942 11.590693 11.425942 11.425942
## [11747] 11.425942 11.590693 11.425942 11.425942 11.590693 11.425942 11.425942
## [11754]  9.317112  9.317112  9.317112  9.394140  9.317112  9.394140  9.394140
## [11761]  9.317112  9.394140 10.737844 10.737844 10.700818 10.700818 10.359017
## [11768] 10.598519 10.578644 10.359017 10.548414 10.578644 10.548414 10.359017
## [11775] 10.578644 10.776273 10.776273 10.776273 10.515482 10.515482 10.515482
## [11782] 10.515482 10.515482 10.515482 10.515482  9.794398
plot(knn_fit)

plot(knn_fit, print.thres = 0.5, type="S")

set.seed(400)
ctrl <- trainControl(method="repeatedcv",repeats = 3) #,classProbs=TRUE,summaryFunction = twoClassSummary)

# Random forrest
rfFit <- train(MSRP ~ ., data = train[,c(5,6,13,14,15,16)], method = "rf", trControl = ctrl, preProcess = c("center","scale"), tuneLength = 20)
## note: only 4 unique complexity parameters in default grid. Truncating the grid to 4 .
rfFit
## Random Forest 
## 
## 128 samples
##   5 predictor
## 
## Pre-processing: centered (5), scaled (5) 
## Resampling: Cross-Validated (10 fold, repeated 3 times) 
## Summary of sample sizes: 116, 116, 115, 114, 116, 114, ... 
## Resampling results across tuning parameters:
## 
##   mtry  RMSE       Rsquared   MAE      
##   2     0.6980408  0.6075661  0.4564379
##   3     0.6995499  0.6024112  0.4515236
##   4     0.6990107  0.5987238  0.4470518
##   5     0.7019666  0.5960065  0.4477025
## 
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 2.
plot(rfFit)

set.seed(123)
train_indices <- sample(1:nrow(carData), nrow(carData)*0.7)
train_data <- carData[train_indices, ]
test_data <- carData[-train_indices, ]

train_data[] <- lapply(train_data, function(x) {
  if (is.character(x)) factor(x) else x
})

test_data[] <- lapply(test_data, function(x) {
  if (is.character(x)) factor(x) else x
})

# Load the library
library(gbm)
## Loaded gbm 2.1.8.1
# Fit the Gradient Boosting model
set.seed(123)
gbm_model <- gbm(MSRP ~ ., data = train_data,
                 distribution = "gaussian",
                 n.trees = 5000,
                 interaction.depth = 4,
                 shrinkage = 0.01,
                 cv.folds = 5, # 5-fold cross-validation
                 n.minobsinnode = 10)

# Make predictions
gbm_pred <- predict(gbm_model, newdata = test_data, n.trees = gbm_model$gbm.call$best.trees)
## Using 341 trees...
# Compute MSE for the GBM model
gbm_mse <- mean((test_data$MSRP - gbm_pred)^2)

# Display MSE
gbm_mse
## [1] 0.04761117